#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/anneal,bayes,cat,2,719,179,1,1,91.06,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,1,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,1,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,1,85.47,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,2,85.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,2,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,2,92.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,1,2,83.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,3,91.62,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,3,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,3,86.59,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,4,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,4,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,4,93.33,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,1,4,78.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,5,83.80,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,5,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,5,83.24,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,2,1,84.92,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,2,1,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,2,1,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,2,1,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,2,2,91.11,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,2,2,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,2,2,97.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,2,2,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,2,3,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,2,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,2,3,92.74,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,2,3,81.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,2,4,85.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,2,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,2,4,93.33,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,2,4,86.11,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,2,5,84.92,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,2,5,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,2,5,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,2,5,85.47,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,1,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,1,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,1,90.50,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,1,81.01,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,2,89.44,95.45,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,2,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,2,96.67,95.24,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,2,84.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,3,84.92,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,3,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,3,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,4,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,4,96.67,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,4,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,4,82.22,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,5,83.80,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,5,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,5,85.47,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,1,89.39,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,1,97.21,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,1,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,1,79.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,2,85.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,2,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,2,94.44,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,2,87.22,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,3,82.68,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,3,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,3,83.24,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,4,82.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,4,97.22,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,4,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,4,83.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,5,92.18,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,5,96.65,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,5,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,1,83.80,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,1,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,1,91.06,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,1,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,5,2,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,5,2,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,5,2,96.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,5,2,86.11,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,3,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,3,81.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,5,4,86.67,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,5,4,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,5,4,92.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,5,4,86.67,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,5,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,5,79.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,1,94.97,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,1,91.62,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,1,94.97,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,2,95.00,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,2,94.44,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,2,85.00,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,3,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,3,90.50,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,3,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,3,86.03,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,4,94.44,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,4,88.33,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,4,94.44,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,4,79.44,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,5,96.09,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,5,91.62,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,5,96.09,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,5,83.80,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,1,95.53,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,1,90.50,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,1,95.53,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,1,82.12,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,2,93.33,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,2,92.22,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,2,93.33,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,2,83.33,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,3,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,3,91.62,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,3,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,3,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,4,94.44,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,4,91.67,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,4,94.44,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,4,85.00,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,5,95.53,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,5,87.71,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,5,95.53,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,5,86.03,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,1,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,1,83.24,77.78,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,1,83.24,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,3,2,92.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,3,2,88.89,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,3,2,92.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,3,2,82.78,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,3,95.53,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,3,89.94,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,3,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,3,4,96.11,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,3,4,95.00,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,3,4,96.11,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,3,4,83.33,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,5,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,5,96.65,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,5,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,5,87.15,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,1,94.97,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,1,94.41,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,1,94.97,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,1,88.27,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,2,90.56,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,2,77.78,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,3,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,3,91.06,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,3,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,3,87.71,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,4,95.00,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,4,88.33,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,4,95.00,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,4,82.78,0.00,0.00,0.00 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a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,4,57.78,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,4,35.56,0.00,0.00,0.00 a2b/audiology,bayes,fayyadIrani,bells_palsy,181,45,5,5,66.67,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,181,45,5,5,71.11,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,5,66.67,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,5,48.89,0.00,0.00,0.00 /home/donaldb/var/weka/xval.10125 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,60.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,1,1,70.00,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,1,1,55.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,1,1,57.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,2,65.85,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,1,2,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,2,53.66,0.00,0.00,0.00 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a2b/autos,nbk,cat,-2,164,41,2,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,60.98,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,2,3,70.73,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,3,60.98,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,2,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,4,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,4,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,4,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,5,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,2,5,85.37,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,2,5,65.85,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,2,5,75.61,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,55.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,3,1,70.00,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,3,1,65.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,3,1,70.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,2,68.29,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,2,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,63.41,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,3,82.93,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,3,63.41,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,3,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,41.46,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,4,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,4,53.66,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,4,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,5,68.29,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,5,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,5,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,40,4,1,57.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,40,4,1,72.50,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,40,4,1,52.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,40,4,1,47.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,163,41,4,2,65.85,100.00,0.00,100.00 a2b/autos,j48,cat,-2,163,41,4,2,75.61,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,163,41,4,2,68.29,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,163,41,4,2,48.78,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,163,41,4,3,41.46,0.00,0.00,0.00 a2b/autos,j48,cat,-2,163,41,4,3,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,163,41,4,3,51.22,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,163,41,4,3,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,163,41,4,4,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,163,41,4,4,85.37,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,163,41,4,4,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,163,41,4,4,63.41,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,163,41,4,5,53.66,0.00,0.00,0.00 a2b/autos,j48,cat,-2,163,41,4,5,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,163,41,4,5,58.54,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,163,41,4,5,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,5,1,60.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,5,1,90.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,5,1,62.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,5,1,62.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,2,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,2,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,2,41.46,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,2,63.41,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,3,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,3,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,4,68.29,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,4,92.68,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,4,48.78,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,5,51.22,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,5,5,75.61,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,5,60.98,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,5,5,63.41,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,1,1,75.00,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,1,1,65.00,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,165,40,1,1,75.00,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,1,1,50.00,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,2,63.41,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,2,63.41,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,2,63.41,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,2,46.34,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,3,73.17,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,3,73.17,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,1,3,73.17,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,4,65.85,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,4,60.98,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,4,65.85,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,4,48.78,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,5,68.29,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,5,80.49,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,5,68.29,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,5,43.90,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,2,1,72.50,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,2,1,77.50,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,165,40,2,1,72.50,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,2,1,50.00,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,2,78.05,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,2,78.05,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,2,2,78.05,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,2,46.34,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,3,65.85,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,3,85.37,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,2,3,65.85,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,4,73.17,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,4,70.73,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,2,4,73.17,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,4,43.90,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,5,65.85,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,5,85.37,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,2,5,65.85,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,5,48.78,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,3,1,67.50,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,3,1,72.50,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,165,40,3,1,67.50,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,3,1,37.50,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,3,2,75.61,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,3,2,78.05,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,3,2,75.61,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,3,2,46.34,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,3,3,58.54,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,3,3,85.37,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,3,3,58.54,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,3,3,48.78,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,3,4,73.17,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,3,4,70.73,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,3,4,73.17,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,3,4,48.78,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,3,5,78.05,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,3,5,78.05,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,3,5,78.05,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,3,5,51.22,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,4,1,75.00,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,4,1,77.50,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,165,40,4,1,75.00,0.00,0.00,0.00 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a2b/autos,j48,fayyadIrani,-2,164,41,4,2,78.05,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,2,68.29,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,3,68.29,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,3,82.93,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,3,68.29,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,4,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,4,82.93,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,4,63.41,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,5,70.73,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,5,82.93,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,5,70.73,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,5,1,77.50,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,5,1,80.00,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,165,40,5,1,77.50,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,5,1,47.50,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,2,70.73,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,73.17,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,70.73,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,65.85,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,70.73,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,78.05,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,70.73,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,46.34,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,63.41,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,82.93,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,63.41,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,70.73,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,82.93,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,5,70.73,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,5,63.41,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,1,68.42,61.29,58.97,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,1,66.67,61.29,60.23,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,1,68.42,61.29,58.97,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,1,61.40,61.29,61.36,51.35 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,2,68.42,57.00,55.84,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,2,71.93,57.00,56.32,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,2,68.42,57.00,55.84,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,2,66.67,57.00,56.79,55.34 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,3,80.70,56.44,52.56,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,3,84.21,56.44,52.94,55.88 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,3,80.70,56.44,52.56,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,3,77.19,56.44,52.70,59.38 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,4,75.44,58.76,53.73,61.29 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,4,71.93,58.76,56.00,57.58 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,4,75.44,58.76,53.73,61.29 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,4,61.40,58.76,58.97,55.34 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,5,70.18,60.64,59.09,52.29 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,5,68.42,60.64,59.30,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,5,70.18,60.64,59.09,52.29 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,5,59.65,60.64,59.38,60.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,1,75.44,55.88,54.22,55.88 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a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,2,80.70,57.00,55.32,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,2,77.19,57.00,54.32,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,2,75.44,57.00,55.68,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,3,59.65,58.76,59.21,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,3,64.91,58.76,58.82,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,3,59.65,58.76,59.21,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,3,63.16,58.76,59.30,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,4,75.44,62.64,57.89,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,4,66.67,62.64,60.71,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,4,75.44,62.64,57.89,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,4,59.65,62.64,62.50,50.89 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,5,77.19,59.38,54.29,60.00 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c2d/credit-a,j48,fayyadIrani,-,551,138,3,4,87.68,93.24,18.75,85.19 c2d/credit-a,nbk,fayyadIrani,-,551,138,3,4,89.13,92.31,15.00,88.89 c2d/credit-a,oneR,fayyadIrani,-,551,138,3,4,85.51,94.20,23.19,80.25 c2d/credit-a,bayes,fayyadIrani,-,551,138,3,5,88.41,82.93,3.57,97.14 c2d/credit-a,j48,fayyadIrani,-,551,138,3,5,89.86,87.84,7.81,92.86 c2d/credit-a,nbk,fayyadIrani,-,551,138,3,5,88.41,82.93,3.57,97.14 c2d/credit-a,oneR,fayyadIrani,-,551,138,3,5,85.51,91.67,19.23,78.57 c2d/credit-a,bayes,fayyadIrani,-,552,137,4,1,88.32,88.00,11.29,90.41 c2d/credit-a,j48,fayyadIrani,-,552,137,4,1,89.78,90.41,10.94,90.41 c2d/credit-a,nbk,fayyadIrani,-,552,137,4,1,88.32,88.00,11.29,90.41 c2d/credit-a,oneR,fayyadIrani,-,552,137,4,1,90.51,96.88,15.07,84.93 c2d/credit-a,bayes,fayyadIrani,-,551,138,4,2,84.06,81.71,12.50,90.54 c2d/credit-a,j48,fayyadIrani,-,551,138,4,2,85.51,87.50,16.67,85.14 c2d/credit-a,nbk,fayyadIrani,-,551,138,4,2,84.06,81.71,12.50,90.54 c2d/credit-a,oneR,fayyadIrani,-,551,138,4,2,83.33,90.48,22.67,77.03 c2d/credit-a,bayes,fayyadIrani,-,551,138,4,3,86.96,85.19,10.53,92.00 c2d/credit-a,j48,fayyadIrani,-,551,138,4,3,89.86,88.61,8.47,93.33 c2d/credit-a,nbk,fayyadIrani,-,551,138,4,3,86.96,85.19,10.53,92.00 c2d/credit-a,oneR,fayyadIrani,-,551,138,4,3,87.68,93.94,18.06,82.67 c2d/credit-a,bayes,fayyadIrani,-,551,138,4,4,81.88,81.18,16.98,88.46 c2d/credit-a,j48,fayyadIrani,-,551,138,4,4,83.33,83.13,16.36,88.46 c2d/credit-a,nbk,fayyadIrani,-,551,138,4,4,81.88,81.18,16.98,88.46 c2d/credit-a,oneR,fayyadIrani,-,551,138,4,4,81.16,89.39,26.39,75.64 c2d/credit-a,bayes,fayyadIrani,-,551,138,4,5,91.30,89.89,6.12,96.39 c2d/credit-a,j48,fayyadIrani,-,551,138,4,5,89.13,90.48,12.96,91.57 c2d/credit-a,nbk,fayyadIrani,-,551,138,4,5,91.30,89.89,6.12,96.39 c2d/credit-a,oneR,fayyadIrani,-,551,138,4,5,84.78,94.29,25.00,79.52 c2d/credit-a,bayes,fayyadIrani,-,553,137,5,1,85.40,84.34,12.96,90.91 c2d/credit-a,j48,fayyadIrani,-,553,137,5,1,89.05,86.90,7.55,94.81 c2d/credit-a,nbk,fayyadIrani,-,553,137,5,1,85.40,84.34,12.96,90.91 c2d/credit-a,oneR,fayyadIrani,-,553,137,5,1,89.05,94.29,16.42,85.71 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,2,89.13,88.89,10.53,92.31 c2d/credit-a,j48,fayyadIrani,-,552,138,5,2,86.96,91.67,18.18,84.62 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,2,89.13,88.89,10.53,92.31 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,2,84.06,95.16,25.00,75.64 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,3,84.78,81.93,10.91,91.89 c2d/credit-a,j48,fayyadIrani,-,552,138,5,3,86.96,84.15,8.93,93.24 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,3,84.78,81.93,10.91,91.89 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,3,85.51,92.19,20.27,79.73 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,4,87.68,87.84,12.50,89.04 c2d/credit-a,j48,fayyadIrani,-,552,138,5,4,87.68,88.89,13.64,87.67 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,4,87.68,87.84,12.50,89.04 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,4,86.96,91.04,16.90,83.56 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,5,85.51,84.27,12.24,92.59 c2d/credit-a,j48,fayyadIrani,-,552,138,5,5,84.78,84.88,15.38,90.12 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,5,85.51,84.27,12.24,92.59 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,5,81.88,92.42,27.78,75.31 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,615,153,1,1,79.08,71.11,17.59,62.75 c2d/diabetes,j48,cat,tested_positive,615,153,1,1,79.08,69.39,16.35,66.67 c2d/diabetes,nbk,cat,tested_positive,615,153,1,1,78.43,70.45,18.35,60.78 c2d/diabetes,oneR,cat,tested_positive,615,153,1,1,79.08,80.65,21.31,49.02 c2d/diabetes,bayes,cat,tested_positive,614,154,1,2,73.38,59.57,20.56,56.00 c2d/diabetes,j48,cat,tested_positive,614,154,1,2,71.43,62.50,26.92,30.00 c2d/diabetes,nbk,cat,tested_positive,614,154,1,2,71.43,56.52,22.22,52.00 c2d/diabetes,oneR,cat,tested_positive,614,154,1,2,70.78,55.56,22.94,50.00 c2d/diabetes,bayes,cat,tested_positive,615,153,1,3,71.90,65.31,25.00,55.17 c2d/diabetes,j48,cat,tested_positive,615,153,1,3,69.28,61.70,27.36,50.00 c2d/diabetes,nbk,cat,tested_positive,615,153,1,3,72.55,70.00,26.55,48.28 c2d/diabetes,oneR,cat,tested_positive,615,153,1,3,67.32,60.00,30.09,41.38 c2d/diabetes,bayes,cat,tested_positive,614,154,1,4,79.87,76.00,18.27,66.67 c2d/diabetes,j48,cat,tested_positive,614,154,1,4,79.87,73.21,16.33,71.93 c2d/diabetes,nbk,cat,tested_positive,614,154,1,4,74.68,71.43,24.11,52.63 c2d/diabetes,oneR,cat,tested_positive,614,154,1,4,75.97,79.41,25.00,47.37 c2d/diabetes,bayes,cat,tested_positive,615,153,1,5,74.51,63.64,21.10,54.90 c2d/diabetes,j48,cat,tested_positive,615,153,1,5,73.86,60.00,18.37,64.71 c2d/diabetes,nbk,cat,tested_positive,615,153,1,5,75.16,68.57,22.88,47.06 c2d/diabetes,oneR,cat,tested_positive,615,153,1,5,71.90,61.11,24.79,43.14 c2d/diabetes,bayes,cat,tested_positive,615,153,2,1,71.90,66.67,26.13,49.12 c2d/diabetes,j48,cat,tested_positive,615,153,2,1,74.51,72.50,24.78,50.88 c2d/diabetes,nbk,cat,tested_positive,615,153,2,1,69.93,64.86,28.45,42.11 c2d/diabetes,oneR,cat,tested_positive,615,153,2,1,74.51,75.00,25.64,47.37 c2d/diabetes,bayes,cat,tested_positive,614,154,2,2,77.27,74.47,21.50,60.34 c2d/diabetes,j48,cat,tested_positive,614,154,2,2,72.73,67.39,25.00,53.45 c2d/diabetes,nbk,cat,tested_positive,614,154,2,2,75.97,71.43,21.90,60.34 c2d/diabetes,oneR,cat,tested_positive,614,154,2,2,70.78,72.41,29.60,36.21 c2d/diabetes,bayes,cat,tested_positive,615,153,2,3,76.47,58.49,14.00,68.89 c2d/diabetes,j48,cat,tested_positive,615,153,2,3,75.16,56.60,15.00,66.67 c2d/diabetes,nbk,cat,tested_positive,615,153,2,3,77.78,61.22,14.42,66.67 c2d/diabetes,oneR,cat,tested_positive,615,153,2,3,77.78,64.10,17.54,55.56 c2d/diabetes,bayes,cat,tested_positive,614,154,2,4,74.03,62.50,19.39,64.81 c2d/diabetes,j48,cat,tested_positive,614,154,2,4,70.78,59.18,23.81,53.70 c2d/diabetes,nbk,cat,tested_positive,614,154,2,4,72.73,63.04,23.15,53.70 c2d/diabetes,oneR,cat,tested_positive,614,154,2,4,71.43,64.71,26.67,40.74 c2d/diabetes,bayes,cat,tested_positive,615,153,2,5,79.08,72.34,17.92,64.15 c2d/diabetes,j48,cat,tested_positive,615,153,2,5,69.28,56.52,25.23,49.06 c2d/diabetes,nbk,cat,tested_positive,615,153,2,5,81.05,85.29,20.17,54.72 c2d/diabetes,oneR,cat,tested_positive,615,153,2,5,69.28,56.82,25.69,47.17 c2d/diabetes,bayes,cat,tested_positive,615,153,3,1,75.82,67.35,20.19,61.11 c2d/diabetes,j48,cat,tested_positive,615,153,3,1,73.20,63.83,22.64,55.56 c2d/diabetes,nbk,cat,tested_positive,615,153,3,1,70.59,60.47,25.45,48.15 c2d/diabetes,oneR,cat,tested_positive,615,153,3,1,68.63,59.38,28.93,35.19 c2d/diabetes,bayes,cat,tested_positive,614,154,3,2,81.82,69.81,11.88,75.51 c2d/diabetes,j48,cat,tested_positive,614,154,3,2,77.92,65.31,16.19,65.31 c2d/diabetes,nbk,cat,tested_positive,614,154,3,2,82.47,72.92,13.21,71.43 c2d/diabetes,oneR,cat,tested_positive,614,154,3,2,72.73,58.54,22.12,48.98 c2d/diabetes,bayes,cat,tested_positive,615,153,3,3,67.97,57.14,26.92,50.00 c2d/diabetes,j48,cat,tested_positive,615,153,3,3,72.55,64.58,23.81,55.36 c2d/diabetes,nbk,cat,tested_positive,615,153,3,3,68.63,60.00,28.32,42.86 c2d/diabetes,oneR,cat,tested_positive,615,153,3,3,68.63,60.00,28.32,42.86 c2d/diabetes,bayes,cat,tested_positive,614,154,3,4,74.03,69.57,24.07,55.17 c2d/diabetes,j48,cat,tested_positive,614,154,3,4,77.27,73.47,20.95,62.07 c2d/diabetes,nbk,cat,tested_positive,614,154,3,4,74.68,72.09,24.32,53.45 c2d/diabetes,oneR,cat,tested_positive,614,154,3,4,72.73,71.05,26.72,46.55 c2d/diabetes,bayes,cat,tested_positive,615,153,3,5,77.78,68.18,18.35,60.00 c2d/diabetes,j48,cat,tested_positive,615,153,3,5,74.51,60.00,17.35,66.00 c2d/diabetes,nbk,cat,tested_positive,615,153,3,5,76.47,66.67,19.82,56.00 c2d/diabetes,oneR,cat,tested_positive,615,153,3,5,75.82,70.97,22.95,44.00 c2d/diabetes,bayes,cat,tested_positive,614,153,4,1,75.16,75.51,25.00,58.73 c2d/diabetes,j48,cat,tested_positive,614,153,4,1,71.90,71.74,28.04,52.38 c2d/diabetes,nbk,cat,tested_positive,614,153,4,1,77.78,79.59,23.08,61.90 c2d/diabetes,oneR,cat,tested_positive,614,153,4,1,75.16,85.71,27.97,47.62 c2d/diabetes,bayes,cat,tested_positive,613,154,4,2,78.57,64.29,16.07,60.00 c2d/diabetes,j48,cat,tested_positive,613,154,4,2,71.43,51.06,19.63,53.33 c2d/diabetes,nbk,cat,tested_positive,613,154,4,2,80.52,70.27,16.24,57.78 c2d/diabetes,oneR,cat,tested_positive,613,154,4,2,73.38,54.00,17.31,60.00 c2d/diabetes,bayes,cat,tested_positive,614,153,4,3,68.63,57.45,26.42,49.09 c2d/diabetes,j48,cat,tested_positive,614,153,4,3,67.32,53.52,20.73,69.09 c2d/diabetes,nbk,cat,tested_positive,614,153,4,3,68.63,58.97,28.07,41.82 c2d/diabetes,oneR,cat,tested_positive,614,153,4,3,69.93,66.67,29.37,32.73 c2d/diabetes,bayes,cat,tested_positive,613,154,4,4,72.08,65.31,24.76,55.17 c2d/diabetes,j48,cat,tested_positive,613,154,4,4,75.97,78.38,24.79,50.00 c2d/diabetes,nbk,cat,tested_positive,613,154,4,4,75.97,75.61,23.89,53.45 c2d/diabetes,oneR,cat,tested_positive,613,154,4,4,66.23,59.38,31.97,32.76 c2d/diabetes,bayes,cat,tested_positive,614,153,4,5,81.05,67.31,11.88,74.47 c2d/diabetes,j48,cat,tested_positive,614,153,4,5,79.74,63.33,9.68,80.85 c2d/diabetes,nbk,cat,tested_positive,614,153,4,5,77.78,65.12,17.27,59.57 c2d/diabetes,oneR,cat,tested_positive,614,153,4,5,77.78,67.57,18.97,53.19 c2d/diabetes,bayes,cat,tested_positive,613,153,5,1,80.39,73.68,17.39,58.33 c2d/diabetes,j48,cat,tested_positive,613,153,5,1,75.16,60.42,18.10,60.42 c2d/diabetes,nbk,cat,tested_positive,613,153,5,1,77.12,66.67,19.30,54.17 c2d/diabetes,oneR,cat,tested_positive,613,153,5,1,71.90,58.62,25.00,35.42 c2d/diabetes,bayes,cat,tested_positive,612,154,5,2,74.03,66.67,21.65,64.41 c2d/diabetes,j48,cat,tested_positive,612,154,5,2,75.32,64.00,13.92,81.36 c2d/diabetes,nbk,cat,tested_positive,612,154,5,2,73.38,69.57,25.00,54.24 c2d/diabetes,oneR,cat,tested_positive,612,154,5,2,64.94,54.39,28.87,52.54 c2d/diabetes,bayes,cat,tested_positive,613,153,5,3,71.24,63.27,25.00,54.39 c2d/diabetes,j48,cat,tested_positive,613,153,5,3,75.16,68.63,21.57,61.40 c2d/diabetes,nbk,cat,tested_positive,613,153,5,3,71.90,66.67,26.13,49.12 c2d/diabetes,oneR,cat,tested_positive,613,153,5,3,72.55,72.73,27.50,42.11 c2d/diabetes,bayes,cat,tested_positive,612,154,5,4,76.62,63.46,16.67,66.00 c2d/diabetes,j48,cat,tested_positive,612,154,5,4,74.68,61.22,19.05,60.00 c2d/diabetes,nbk,cat,tested_positive,612,154,5,4,79.22,68.00,15.38,68.00 c2d/diabetes,oneR,cat,tested_positive,612,154,5,4,77.27,77.78,22.83,42.00 c2d/diabetes,bayes,cat,tested_positive,614,152,5,5,75.66,69.77,22.02,55.56 c2d/diabetes,j48,cat,tested_positive,614,152,5,5,65.79,51.85,26.53,51.85 c2d/diabetes,nbk,cat,tested_positive,614,152,5,5,71.71,64.10,25.66,46.30 c2d/diabetes,oneR,cat,tested_positive,614,152,5,5,68.42,55.17,23.40,59.26 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,1,68.63,56.45,23.08,62.50 c2d/diabetes,j48,disctree,tested_positive,615,153,1,1,71.90,70.97,27.87,39.29 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,1,68.63,56.45,23.08,62.50 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,1,71.24,70.00,28.46,37.50 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,2,73.38,73.08,26.47,58.46 c2d/diabetes,j48,disctree,tested_positive,614,154,1,2,69.48,80.00,33.06,36.92 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,2,73.38,73.08,26.47,58.46 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,2,69.48,80.00,33.06,36.92 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,3,71.90,53.70,18.18,61.70 c2d/diabetes,j48,disctree,tested_positive,615,153,1,3,70.59,52.38,22.52,46.81 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,3,71.90,53.70,18.18,61.70 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,3,72.55,57.14,22.88,42.55 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,4,74.68,57.89,15.46,68.75 c2d/diabetes,j48,disctree,tested_positive,614,154,1,4,72.73,56.52,20.37,54.17 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,4,74.68,57.89,15.46,68.75 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,4,72.73,56.52,20.37,54.17 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,5,82.35,75.00,14.29,70.59 c2d/diabetes,j48,disctree,tested_positive,615,153,1,5,78.43,87.50,23.26,41.18 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,5,82.35,75.00,14.29,70.59 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,5,79.74,95.45,22.90,41.18 c2d/diabetes,bayes,disctree,tested_positive,613,153,2,1,75.16,71.70,23.00,62.30 c2d/diabetes,j48,disctree,tested_positive,613,153,2,1,71.24,86.96,31.54,32.79 c2d/diabetes,nbk,disctree,tested_positive,613,153,2,1,75.16,71.70,23.00,62.30 c2d/diabetes,oneR,disctree,tested_positive,613,153,2,1,70.59,86.36,32.06,31.15 c2d/diabetes,bayes,disctree,tested_positive,612,154,2,2,73.38,62.50,21.70,56.60 c2d/diabetes,j48,disctree,tested_positive,612,154,2,2,71.43,62.86,26.05,41.51 c2d/diabetes,nbk,disctree,tested_positive,612,154,2,2,73.38,62.50,21.70,56.60 c2d/diabetes,oneR,disctree,tested_positive,612,154,2,2,72.08,64.71,25.83,41.51 c2d/diabetes,bayes,disctree,tested_positive,613,153,2,3,71.90,59.68,19.78,67.27 c2d/diabetes,j48,disctree,tested_positive,613,153,2,3,72.55,67.57,25.86,45.45 c2d/diabetes,nbk,disctree,tested_positive,613,153,2,3,71.90,59.68,19.78,67.27 c2d/diabetes,oneR,disctree,tested_positive,613,153,2,3,73.86,71.43,25.42,45.45 c2d/diabetes,bayes,disctree,tested_positive,612,154,2,4,77.92,64.71,15.53,67.35 c2d/diabetes,j48,disctree,tested_positive,612,154,2,4,77.27,71.88,21.31,46.94 c2d/diabetes,nbk,disctree,tested_positive,612,154,2,4,77.92,64.71,15.53,67.35 c2d/diabetes,oneR,disctree,tested_positive,612,154,2,4,76.62,70.97,21.95,44.90 c2d/diabetes,bayes,disctree,tested_positive,614,152,2,5,73.68,58.18,17.53,65.31 c2d/diabetes,j48,disctree,tested_positive,614,152,2,5,71.71,57.14,22.73,48.98 c2d/diabetes,nbk,disctree,tested_positive,614,152,2,5,73.68,58.18,17.53,65.31 c2d/diabetes,oneR,disctree,tested_positive,614,152,2,5,73.03,60.00,22.32,48.98 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,1,74.51,60.42,19.05,59.18 c2d/diabetes,j48,disctree,tested_positive,615,153,3,1,71.24,57.14,24.58,40.82 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,1,74.51,60.42,19.05,59.18 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,1,69.93,54.84,26.23,34.69 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,2,70.13,53.33,19.15,64.00 c2d/diabetes,j48,disctree,tested_positive,614,154,3,2,68.83,53.33,27.42,32.00 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,2,70.13,53.33,19.15,64.00 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,2,68.83,53.33,27.42,32.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,3,75.82,62.22,18.52,58.33 c2d/diabetes,j48,disctree,tested_positive,615,153,3,3,79.74,79.31,20.16,47.92 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,3,75.82,62.22,18.52,58.33 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,3,81.05,85.19,19.84,47.92 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,4,77.27,72.58,19.57,71.43 c2d/diabetes,j48,disctree,tested_positive,614,154,3,4,68.83,75.86,32.80,34.92 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,4,77.27,72.58,19.57,71.43 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,4,68.18,73.33,33.06,34.92 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,5,76.47,68.97,18.95,68.97 c2d/diabetes,j48,disctree,tested_positive,615,153,3,5,74.51,77.14,26.27,46.55 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,5,76.47,68.97,18.95,68.97 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,5,73.86,82.14,28.00,39.66 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,1,78.43,74.55,19.39,68.33 c2d/diabetes,j48,disctree,tested_positive,615,153,4,1,71.90,79.31,29.84,38.33 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,1,78.43,74.55,19.39,68.33 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,1,71.90,79.31,29.84,38.33 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,2,72.08,64.41,23.16,63.33 c2d/diabetes,j48,disctree,tested_positive,614,154,4,2,72.08,71.79,27.83,46.67 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,2,72.08,64.41,23.16,63.33 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,2,70.78,66.67,27.52,50.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,3,69.28,56.67,22.58,61.82 c2d/diabetes,j48,disctree,tested_positive,615,153,4,3,71.24,66.67,27.50,40.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,3,69.28,56.67,22.58,61.82 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,3,71.24,66.67,27.50,40.00 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,4,66.88,50.88,23.71,55.77 c2d/diabetes,j48,disctree,tested_positive,614,154,4,4,68.83,55.56,27.12,38.46 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,4,66.88,50.88,23.71,55.77 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,4,68.18,54.84,28.46,32.69 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,5,79.08,59.09,12.84,65.00 c2d/diabetes,j48,disctree,tested_positive,615,153,4,5,77.12,60.87,20.00,35.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,5,79.08,59.09,12.84,65.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,5,77.12,61.90,20.45,32.50 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,1,70.59,60.78,24.51,55.36 c2d/diabetes,j48,disctree,tested_positive,615,153,5,1,71.90,67.57,26.72,44.64 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,1,70.59,60.78,24.51,55.36 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,1,71.24,65.79,26.96,44.64 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,2,72.08,53.45,16.67,65.96 c2d/diabetes,j48,disctree,tested_positive,614,154,5,2,75.32,66.67,22.83,38.30 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,2,72.08,53.45,16.67,65.96 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,2,74.03,61.29,22.76,40.43 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,3,75.82,69.81,21.00,63.79 c2d/diabetes,j48,disctree,tested_positive,615,153,5,3,66.67,60.61,31.67,34.48 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,3,75.82,69.81,21.00,63.79 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,3,66.67,62.07,32.26,31.03 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,4,76.62,66.67,15.29,77.97 c2d/diabetes,j48,disctree,tested_positive,614,154,5,4,73.38,82.14,28.57,38.98 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,4,76.62,66.67,15.29,77.97 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,4,73.38,82.14,28.57,38.98 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,5,77.12,63.83,16.98,62.50 c2d/diabetes,j48,disctree,tested_positive,615,153,5,5,73.86,61.11,22.22,45.83 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,5,77.12,63.83,16.98,62.50 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,5,72.55,58.82,23.53,41.67 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,1,72.55,62.26,22.00,60.00 c2d/diabetes,j48,tbin,tested_positive,615,153,1,1,74.51,71.05,24.35,49.09 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,1,72.55,62.26,22.00,60.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,1,71.90,70.00,27.64,38.18 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,2,70.78,55.32,22.43,52.00 c2d/diabetes,j48,tbin,tested_positive,614,154,1,2,70.78,56.10,23.89,46.00 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,2,70.78,55.32,22.43,52.00 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,2,68.18,52.38,29.32,22.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,3,81.70,75.56,15.74,66.67 c2d/diabetes,j48,tbin,tested_positive,615,153,1,3,75.82,66.67,20.72,54.90 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,3,81.70,75.56,15.74,66.67 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,3,77.78,75.76,21.67,49.02 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,4,80.52,76.47,17.48,68.42 c2d/diabetes,j48,tbin,tested_positive,614,154,1,4,81.17,83.33,19.64,61.40 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,4,80.52,76.47,17.48,68.42 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,4,78.57,85.29,23.33,50.88 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,5,70.59,59.62,23.76,56.36 c2d/diabetes,j48,tbin,tested_positive,615,153,1,5,71.24,60.38,23.00,58.18 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,5,70.59,59.62,23.76,56.36 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,5,67.32,54.90,26.47,50.91 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,1,77.12,63.64,15.31,70.00 c2d/diabetes,j48,tbin,tested_positive,615,153,2,1,76.47,69.44,21.37,50.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,1,77.12,63.64,15.31,70.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,1,72.55,57.14,18.56,64.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,2,75.32,70.21,22.43,57.89 c2d/diabetes,j48,tbin,tested_positive,614,154,2,2,74.03,71.79,25.22,49.12 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,2,75.32,70.21,22.43,57.89 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,2,72.73,74.19,27.64,40.35 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,3,75.16,70.59,22.55,61.02 c2d/diabetes,j48,tbin,tested_positive,615,153,2,3,71.24,65.31,25.96,54.24 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,3,75.16,70.59,22.55,61.02 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,3,68.63,68.97,31.45,33.90 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,4,72.08,58.93,20.41,62.26 c2d/diabetes,j48,tbin,tested_positive,614,154,2,4,80.52,73.47,16.19,67.92 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,4,72.08,58.93,20.41,62.26 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,4,76.62,74.29,22.69,49.06 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,5,76.47,65.85,19.64,55.10 c2d/diabetes,j48,tbin,tested_positive,615,153,2,5,73.86,60.47,20.91,53.06 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,5,76.47,65.85,19.64,55.10 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,5,75.16,76.19,25.00,32.65 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,1,75.82,55.56,15.74,59.52 c2d/diabetes,j48,tbin,tested_positive,615,153,3,1,77.12,58.97,16.67,54.76 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,1,75.82,55.56,15.74,59.52 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,1,71.24,48.08,16.83,59.52 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,2,77.27,71.11,20.18,59.26 c2d/diabetes,j48,tbin,tested_positive,614,154,3,2,80.52,78.57,18.75,61.11 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,2,77.27,71.11,20.18,59.26 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,2,79.87,89.66,22.40,48.15 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,3,72.55,71.43,27.03,50.00 c2d/diabetes,j48,tbin,tested_positive,615,153,3,3,71.90,72.97,28.45,45.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,3,72.55,71.43,27.03,50.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,3,67.97,70.37,32.54,31.67 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,4,76.62,70.18,19.59,67.80 c2d/diabetes,j48,tbin,tested_positive,614,154,3,4,75.97,76.19,24.11,54.24 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,4,76.62,70.18,19.59,67.80 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,4,75.32,80.00,26.05,47.46 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,5,71.24,58.49,22.00,58.49 c2d/diabetes,j48,tbin,tested_positive,615,153,3,5,73.20,64.29,23.42,50.94 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,5,71.24,58.49,22.00,58.49 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,5,69.93,64.00,28.91,30.19 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,1,80.39,69.57,14.95,66.67 c2d/diabetes,j48,tbin,tested_positive,615,153,4,1,82.35,76.92,15.79,62.50 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,1,80.39,69.57,14.95,66.67 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,1,79.74,79.31,20.16,47.92 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,2,77.27,69.57,19.44,60.38 c2d/diabetes,j48,tbin,tested_positive,614,154,4,2,76.62,72.97,22.22,50.94 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,2,77.27,69.57,19.44,60.38 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,2,71.43,58.82,22.33,56.60 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,3,70.59,70.00,29.13,53.85 c2d/diabetes,j48,tbin,tested_positive,615,153,4,3,69.93,75.68,31.90,43.08 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,3,70.59,70.00,29.13,53.85 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,3,64.71,72.00,36.72,27.69 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,4,72.08,57.89,19.59,63.46 c2d/diabetes,j48,tbin,tested_positive,614,154,4,4,75.32,64.00,19.23,61.54 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,4,72.08,57.89,19.59,63.46 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,4,73.38,67.74,25.20,40.38 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,5,78.43,66.67,16.19,65.31 c2d/diabetes,j48,tbin,tested_positive,615,153,4,5,75.16,64.10,21.05,51.02 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,5,78.43,66.67,16.19,65.31 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,5,73.20,57.69,18.81,61.22 c2d/diabetes,bayes,tbin,tested_positive,614,153,5,1,72.55,67.19,23.60,67.19 c2d/diabetes,j48,tbin,tested_positive,614,153,5,1,73.86,72.22,25.25,60.94 c2d/diabetes,nbk,tbin,tested_positive,614,153,5,1,72.55,67.19,23.60,67.19 c2d/diabetes,oneR,tbin,tested_positive,614,153,5,1,71.90,76.92,29.82,46.88 c2d/diabetes,bayes,tbin,tested_positive,613,154,5,2,75.97,59.52,17.86,55.56 c2d/diabetes,j48,tbin,tested_positive,613,154,5,2,79.22,69.70,18.18,51.11 c2d/diabetes,nbk,tbin,tested_positive,613,154,5,2,75.97,59.52,17.86,55.56 c2d/diabetes,oneR,tbin,tested_positive,613,154,5,2,75.97,58.00,15.38,64.44 c2d/diabetes,bayes,tbin,tested_positive,614,153,5,3,77.12,64.41,14.89,73.08 c2d/diabetes,j48,tbin,tested_positive,614,153,5,3,73.20,62.79,22.73,51.92 c2d/diabetes,nbk,tbin,tested_positive,614,153,5,3,77.12,64.41,14.89,73.08 c2d/diabetes,oneR,tbin,tested_positive,614,153,5,3,70.59,56.86,22.55,55.77 c2d/diabetes,bayes,tbin,tested_positive,613,154,5,4,74.03,68.00,23.08,58.62 c2d/diabetes,j48,tbin,tested_positive,613,154,5,4,77.27,78.05,23.01,55.17 c2d/diabetes,nbk,tbin,tested_positive,613,154,5,4,74.03,68.00,23.08,58.62 c2d/diabetes,oneR,tbin,tested_positive,613,154,5,4,70.78,78.26,30.53,31.03 c2d/diabetes,bayes,tbin,tested_positive,614,153,5,5,76.47,68.57,21.19,48.98 c2d/diabetes,j48,tbin,tested_positive,614,153,5,5,75.82,70.00,22.76,42.86 c2d/diabetes,nbk,tbin,tested_positive,614,153,5,5,76.47,68.57,21.19,48.98 c2d/diabetes,oneR,tbin,tested_positive,614,153,5,5,75.82,80.00,24.81,32.65 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,1,74.51,59.68,15.38,72.55 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,1,78.43,67.31,15.84,68.63 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,1,74.51,59.68,15.38,72.55 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,1,76.47,77.78,23.81,41.18 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,2,79.22,77.27,20.00,60.71 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,2,77.92,78.95,22.41,53.57 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,2,79.22,77.27,20.00,60.71 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,2,75.97,82.76,25.60,42.86 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,3,77.78,67.92,17.00,67.92 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,3,81.05,76.09,16.82,66.04 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,3,77.78,67.92,17.00,67.92 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,3,73.86,80.95,27.27,32.08 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,4,73.38,62.50,21.70,56.60 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,4,74.03,64.44,22.02,54.72 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,4,73.38,62.50,21.70,56.60 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,4,74.68,76.92,25.78,37.74 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,5,82.35,74.14,12.63,78.18 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,5,82.35,76.92,14.85,72.73 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,5,82.35,74.14,12.63,78.18 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,5,72.55,84.21,29.10,29.09 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,1,76.47,69.35,18.68,71.67 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,1,75.82,75.56,24.07,56.67 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,1,76.47,69.35,18.68,71.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,1,73.86,88.46,29.13,38.33 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,2,77.92,71.70,18.81,66.67 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,2,77.27,75.00,21.82,57.89 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,2,77.92,71.70,18.81,66.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,2,74.03,79.31,27.20,40.35 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,3,81.05,60.00,10.19,71.05 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,3,76.47,52.63,15.65,52.63 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,3,81.05,60.00,10.19,71.05 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,3,71.90,44.19,17.27,50.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,4,77.27,59.62,13.73,68.89 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,4,79.22,64.44,14.68,64.44 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,4,77.27,59.62,13.73,68.89 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,4,78.57,75.00,20.77,40.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,5,76.47,78.18,24.49,64.18 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,5,77.12,80.77,24.75,62.69 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,5,76.47,78.18,24.49,64.18 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,5,69.28,91.67,34.88,32.84 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,81.70,67.24,9.47,81.25 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,82.35,69.81,11.00,77.08 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,81.70,67.24,9.47,81.25 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,77.78,85.00,23.31,35.42 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,75.97,64.71,18.45,63.46 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,76.62,69.05,20.54,55.77 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,75.97,64.71,18.45,63.46 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,72.08,71.43,27.82,28.85 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,70.59,68.75,28.57,52.38 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,71.24,71.11,28.70,50.79 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,70.59,68.75,28.57,52.38 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,69.28,78.57,32.80,34.92 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,82.47,71.43,12.38,72.92 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,84.42,76.09,12.04,72.92 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,82.47,71.43,12.38,72.92 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,79.22,78.57,20.63,45.83 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,79.08,72.73,17.35,70.18 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,82.35,80.00,16.50,70.18 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,79.08,72.73,17.35,70.18 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,75.16,88.00,27.34,38.60 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,1,75.82,57.14,17.12,55.81 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,1,77.12,60.00,16.81,55.81 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,1,75.82,57.14,17.12,55.81 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,1,79.08,82.35,21.32,32.56 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,2,75.32,69.23,21.57,62.07 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,2,75.97,70.59,21.36,62.07 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,2,75.32,69.23,21.57,62.07 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,2,71.43,81.82,30.30,31.03 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,3,83.01,72.13,9.78,83.02 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,3,76.47,64.41,15.96,71.70 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,3,83.01,72.13,9.78,83.02 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,3,71.24,66.67,27.78,33.96 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,4,77.27,75.00,21.57,63.93 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,4,77.92,76.47,21.36,63.93 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,4,77.27,75.00,21.57,63.93 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,4,74.68,84.38,27.87,44.26 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,5,78.43,67.86,15.46,71.70 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,5,73.86,59.15,13.41,79.25 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,5,78.43,67.86,15.46,71.70 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,5,77.12,87.50,24.81,39.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,1,79.74,76.79,18.56,70.49 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,1,77.12,76.00,22.33,62.30 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,1,79.74,76.79,18.56,70.49 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,1,69.93,89.47,32.84,27.87 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,2,70.78,62.75,25.24,55.17 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,2,70.78,67.57,28.21,43.10 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,2,70.78,62.75,25.24,55.17 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,2,68.83,75.00,32.09,25.86 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,3,86.93,78.57,9.91,75.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,3,79.74,63.27,12.50,70.45 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,3,86.93,78.57,9.91,75.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,3,83.01,90.91,18.32,45.45 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,4,75.97,65.38,18.63,64.15 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,4,73.38,60.71,19.39,64.15 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,4,75.97,65.38,18.63,64.15 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,4,65.58,50.00,23.91,58.49 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,5,76.47,62.50,13.48,76.92 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,5,77.78,65.00,13.98,75.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,5,76.47,62.50,13.48,76.92 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,5,79.08,83.33,21.95,48.08 /home/donaldb/var/weka/xval.30827 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,78.33,85.71,25.64,64.29 e2i/heart-c,j48,cat,>50_1,243,60,1,1,66.67,66.67,33.33,57.14 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,80.00,86.36,23.68,67.86 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,75.00,76.00,25.71,67.86 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,83.61,81.82,14.29,87.10 e2i/heart-c,j48,cat,>50_1,242,61,1,2,81.97,81.25,17.24,83.87 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,86.89,84.85,10.71,90.32 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,77.05,77.42,23.33,77.42 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,85.00,81.25,10.71,89.66 e2i/heart-c,j48,cat,>50_1,243,60,1,3,76.67,74.19,20.69,79.31 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,85.00,79.41,7.69,93.10 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,68.33,67.86,31.25,65.52 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,80.33,73.08,14.29,79.17 e2i/heart-c,j48,cat,>50_1,242,61,1,4,73.77,61.76,11.11,87.50 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,83.61,75.00,9.09,87.50 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,78.69,68.97,12.50,83.33 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,86.67,90.48,15.38,76.00 e2i/heart-c,j48,cat,>50_1,243,60,1,5,70.00,73.33,31.11,44.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,85.00,94.44,19.05,68.00 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,76.67,73.91,21.62,68.00 e2i/heart-c,bayes,cat,>50_1,243,60,2,1,85.00,82.76,12.90,85.71 e2i/heart-c,j48,cat,>50_1,243,60,2,1,78.33,74.19,17.24,82.14 e2i/heart-c,nbk,cat,>50_1,243,60,2,1,86.67,85.71,12.50,85.71 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e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,3,4,83.61,85.19,17.65,79.31 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,4,72.13,71.43,27.27,68.97 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,88.33,88.46,11.76,85.19 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,78.33,81.82,23.68,66.67 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,88.33,88.46,11.76,85.19 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,70.00,66.67,27.27,66.67 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,85.00,79.17,11.11,82.61 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,81.67,73.08,11.76,82.61 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,85.00,79.17,11.11,82.61 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,73.33,62.96,18.18,73.91 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,81.97,90.00,21.95,66.67 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,72.13,69.23,25.71,66.67 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,81.97,90.00,21.95,66.67 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,60.66,55.56,35.29,55.56 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,88.33,86.21,9.68,89.29 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,78.33,77.78,21.21,75.00 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,88.33,86.21,9.68,89.29 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,73.33,70.00,23.33,75.00 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,85.25,86.21,15.62,83.33 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,77.05,80.77,25.71,70.00 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,85.25,86.21,15.62,83.33 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,70.49,71.43,30.30,66.67 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,83.33,80.65,13.79,86.21 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,75.00,75.00,25.00,72.41 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,83.33,80.65,13.79,86.21 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,75.00,75.00,25.00,72.41 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,81.67,82.14,18.75,79.31 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,71.67,71.43,28.12,68.97 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,81.67,82.14,18.75,79.31 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,66.67,65.52,32.26,65.52 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,95.08,96.77,6.67,93.75 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,83.61,82.35,14.81,87.50 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,95.08,96.77,6.67,93.75 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,81.97,86.21,21.88,78.12 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,81.67,78.26,13.89,78.26 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,85.00,81.82,13.16,78.26 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,81.67,78.26,13.89,78.26 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,76.67,66.67,15.15,78.26 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,88.52,87.50,10.81,84.00 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,81.97,76.92,14.29,80.00 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,88.52,87.50,10.81,84.00 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,80.33,78.26,18.42,72.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,70.00,73.91,32.43,58.62 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,61.67,62.50,38.89,51.72 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,70.00,73.91,32.43,58.62 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,66.67,69.57,35.14,55.17 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,236,58,1,1,82.76,82.61,17.14,76.00 e2i/heart-h,j48,cat,>50_1,236,58,1,1,72.41,68.00,24.24,68.00 e2i/heart-h,nbk,cat,>50_1,236,58,1,1,79.31,80.95,21.62,68.00 e2i/heart-h,oneR,cat,>50_1,236,58,1,1,72.41,71.43,27.03,60.00 e2i/heart-h,bayes,cat,>50_1,235,59,1,2,88.14,94.44,14.63,73.91 e2i/heart-h,j48,cat,>50_1,235,59,1,2,77.97,91.67,25.53,47.83 e2i/heart-h,nbk,cat,>50_1,235,59,1,2,88.14,94.44,14.63,73.91 e2i/heart-h,oneR,cat,>50_1,235,59,1,2,77.97,77.78,21.95,60.87 e2i/heart-h,bayes,cat,>50_1,235,59,1,3,89.83,76.92,6.52,76.92 e2i/heart-h,j48,cat,>50_1,235,59,1,3,88.14,80.00,10.20,61.54 e2i/heart-h,nbk,cat,>50_1,235,59,1,3,93.22,84.62,4.35,84.62 e2i/heart-h,oneR,cat,>50_1,235,59,1,3,89.83,81.82,8.33,69.23 e2i/heart-h,bayes,cat,>50_1,235,59,1,4,86.44,75.00,3.23,95.45 e2i/heart-h,j48,cat,>50_1,235,59,1,4,88.14,82.61,8.33,86.36 e2i/heart-h,nbk,cat,>50_1,235,59,1,4,88.14,82.61,8.33,86.36 e2i/heart-h,oneR,cat,>50_1,235,59,1,4,84.75,80.95,13.16,77.27 e2i/heart-h,bayes,cat,>50_1,236,58,1,5,74.14,70.00,23.68,60.87 e2i/heart-h,j48,cat,>50_1,236,58,1,5,70.69,66.67,27.50,52.17 e2i/heart-h,nbk,cat,>50_1,236,58,1,5,74.14,72.22,25.00,56.52 e2i/heart-h,oneR,cat,>50_1,236,58,1,5,70.69,66.67,27.50,52.17 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,81.03,74.07,12.90,83.33 e2i/heart-h,j48,cat,>50_1,236,58,2,1,77.59,72.00,18.18,75.00 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,81.03,76.00,15.15,79.17 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,75.86,70.83,20.59,70.83 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,84.75,80.95,13.16,77.27 e2i/heart-h,j48,cat,>50_1,235,59,2,2,84.75,84.21,15.00,72.73 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,84.75,84.21,15.00,72.73 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,81.36,82.35,19.05,63.64 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,83.05,64.71,9.52,73.33 e2i/heart-h,j48,cat,>50_1,235,59,2,3,76.27,53.33,15.91,53.33 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,86.44,76.92,10.87,66.67 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,88.14,75.00,6.98,80.00 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,76.27,78.95,25.00,60.00 e2i/heart-h,j48,cat,>50_1,235,59,2,4,69.49,76.92,32.61,40.00 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,74.58,77.78,26.83,56.00 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,71.19,75.00,30.23,48.00 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,93.10,89.47,5.13,89.47 e2i/heart-h,j48,cat,>50_1,236,58,2,5,91.38,85.00,5.26,89.47 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,94.83,94.44,5.00,89.47 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,86.21,78.95,10.26,78.95 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,84.48,90.00,16.67,52.94 e2i/heart-h,j48,cat,>50_1,236,58,3,1,82.76,81.82,17.02,52.94 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,82.76,88.89,18.37,47.06 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,81.03,75.00,17.39,52.94 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,89.83,85.00,7.69,85.00 e2i/heart-h,j48,cat,>50_1,235,59,3,2,86.44,80.00,10.26,80.00 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,89.83,88.89,9.76,80.00 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,81.36,76.47,16.67,65.00 e2i/heart-h,bayes,cat,>50_1,235,59,3,3,71.19,62.96,21.88,70.83 e2i/heart-h,j48,cat,>50_1,235,59,3,3,67.80,61.90,28.95,54.17 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,71.19,64.00,23.53,66.67 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,69.49,63.64,27.03,58.33 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,88.14,86.96,11.11,83.33 e2i/heart-h,j48,cat,>50_1,235,59,3,4,74.58,80.00,27.27,50.00 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,86.44,86.36,13.51,79.17 e2i/heart-h,oneR,cat,>50_1,235,59,3,4,76.27,77.78,24.39,58.33 e2i/heart-h,bayes,cat,>50_1,236,58,3,5,89.66,82.61,5.71,90.48 e2i/heart-h,j48,cat,>50_1,236,58,3,5,72.41,59.26,16.13,76.19 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,91.38,86.36,5.56,90.48 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,72.41,59.26,16.13,76.19 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,86.21,75.00,5.88,90.00 e2i/heart-h,j48,cat,>50_1,236,58,4,1,86.21,77.27,8.33,85.00 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,87.93,80.95,8.11,85.00 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,89.66,81.82,5.56,90.00 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,83.05,78.57,15.56,61.11 e2i/heart-h,j48,cat,>50_1,235,59,4,2,81.36,76.92,17.39,55.56 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,83.05,83.33,17.02,55.56 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,81.36,76.92,17.39,55.56 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,74.58,70.83,22.86,68.00 e2i/heart-h,j48,cat,>50_1,235,59,4,3,69.49,68.42,30.00,52.00 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,77.97,80.00,23.08,64.00 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,76.27,78.95,25.00,60.00 e2i/heart-h,bayes,cat,>50_1,235,59,4,4,88.14,81.82,8.11,85.71 e2i/heart-h,j48,cat,>50_1,235,59,4,4,76.27,81.82,25.00,42.86 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e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,5,5,81.03,77.78,17.50,66.67 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,5,81.03,77.78,17.50,66.67 /home/donaldb/var/weka/xval.8742 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,85.71,91.89,21.21,82.93 e2i/ionosphere,j48,cat,g,281,70,1,1,90.00,85.42,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,1,92.86,95.00,10.00,92.68 e2i/ionosphere,oneR,cat,g,281,70,1,1,80.00,81.40,22.22,85.37 e2i/ionosphere,bayes,cat,g,281,70,1,2,84.29,92.11,25.00,81.40 e2i/ionosphere,j48,cat,g,281,70,1,2,88.57,87.23,8.70,95.35 e2i/ionosphere,nbk,cat,g,281,70,1,2,94.29,95.35,7.41,95.35 e2i/ionosphere,oneR,cat,g,281,70,1,2,85.71,86.67,16.00,90.70 e2i/ionosphere,bayes,cat,g,281,70,1,3,82.86,86.49,21.21,82.05 e2i/ionosphere,j48,cat,g,281,70,1,3,91.43,86.67,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,3,90.00,90.00,10.00,92.31 e2i/ionosphere,oneR,cat,g,281,70,1,3,77.14,76.74,22.22,84.62 e2i/ionosphere,bayes,cat,g,281,70,1,4,81.43,93.02,37.04,80.00 e2i/ionosphere,j48,cat,g,281,70,1,4,84.29,89.80,28.57,88.00 e2i/ionosphere,nbk,cat,g,281,70,1,4,90.00,93.88,19.05,92.00 e2i/ionosphere,oneR,cat,g,281,70,1,4,90.00,90.57,11.76,96.00 e2i/ionosphere,bayes,cat,g,281,70,1,5,80.00,93.18,42.31,78.85 e2i/ionosphere,j48,cat,g,281,70,1,5,87.14,95.74,30.43,86.54 e2i/ionosphere,nbk,cat,g,281,70,1,5,91.43,96.00,20.00,92.31 e2i/ionosphere,oneR,cat,g,281,70,1,5,87.14,90.57,23.53,92.31 e2i/ionosphere,bayes,cat,g,281,70,2,1,78.57,90.00,36.67,76.60 e2i/ionosphere,j48,cat,g,281,70,2,1,91.43,93.62,13.04,93.62 e2i/ionosphere,nbk,cat,g,281,70,2,1,91.43,93.62,13.04,93.62 e2i/ionosphere,oneR,cat,g,281,70,2,1,87.14,86.54,11.11,95.74 e2i/ionosphere,bayes,cat,g,281,70,2,2,81.43,86.67,22.50,74.29 e2i/ionosphere,j48,cat,g,281,70,2,2,85.71,80.49,6.90,94.29 e2i/ionosphere,nbk,cat,g,281,70,2,2,90.00,91.18,11.11,88.57 e2i/ionosphere,oneR,cat,g,281,70,2,2,77.14,72.09,14.81,88.57 e2i/ionosphere,bayes,cat,g,281,70,2,3,81.43,97.37,37.50,75.51 e2i/ionosphere,j48,cat,g,281,70,2,3,95.71,96.00,5.00,97.96 e2i/ionosphere,nbk,cat,g,281,70,2,3,88.57,97.67,25.93,85.71 e2i/ionosphere,oneR,cat,g,281,70,2,3,81.43,89.13,33.33,83.67 e2i/ionosphere,bayes,cat,g,281,70,2,4,88.57,93.02,18.52,88.89 e2i/ionosphere,j48,cat,g,281,70,2,4,92.86,91.67,4.55,97.78 e2i/ionosphere,nbk,cat,g,281,70,2,4,91.43,91.49,8.70,95.56 e2i/ionosphere,oneR,cat,g,281,70,2,4,91.43,95.35,14.81,91.11 e2i/ionosphere,bayes,cat,g,281,70,2,5,85.71,89.58,22.73,89.58 e2i/ionosphere,j48,cat,g,281,70,2,5,90.00,91.84,14.29,93.75 e2i/ionosphere,nbk,cat,g,281,70,2,5,94.29,94.00,5.00,97.92 e2i/ionosphere,oneR,cat,g,281,70,2,5,84.29,83.64,13.33,95.83 e2i/ionosphere,bayes,cat,g,281,70,3,1,75.71,87.18,38.71,73.91 e2i/ionosphere,j48,cat,g,281,70,3,1,84.29,87.23,21.74,89.13 e2i/ionosphere,nbk,cat,g,281,70,3,1,88.57,91.30,16.67,91.30 e2i/ionosphere,oneR,cat,g,281,70,3,1,80.00,83.33,27.27,86.96 e2i/ionosphere,bayes,cat,g,281,70,3,2,85.71,93.75,31.82,86.54 e2i/ionosphere,j48,cat,g,281,70,3,2,88.57,92.31,22.22,92.31 e2i/ionosphere,nbk,cat,g,281,70,3,2,95.71,98.04,10.53,96.15 e2i/ionosphere,oneR,cat,g,281,70,3,2,81.43,85.45,33.33,90.38 e2i/ionosphere,bayes,cat,g,281,70,3,3,84.29,88.89,20.59,82.05 e2i/ionosphere,j48,cat,g,281,70,3,3,92.86,90.48,3.57,97.44 e2i/ionosphere,nbk,cat,g,281,70,3,3,90.00,90.00,10.00,92.31 e2i/ionosphere,oneR,cat,g,281,70,3,3,74.29,70.59,15.79,92.31 e2i/ionosphere,bayes,cat,g,281,70,3,4,88.57,95.00,20.00,86.36 e2i/ionosphere,j48,cat,g,281,70,3,4,94.29,95.45,7.69,95.45 e2i/ionosphere,nbk,cat,g,281,70,3,4,90.00,95.12,17.24,88.64 e2i/ionosphere,oneR,cat,g,281,70,3,4,85.71,90.48,21.43,86.36 e2i/ionosphere,bayes,cat,g,281,70,3,5,75.71,90.62,36.84,67.44 e2i/ionosphere,j48,cat,g,281,70,3,5,90.00,90.91,11.54,93.02 e2i/ionosphere,nbk,cat,g,281,70,3,5,91.43,95.12,13.79,90.70 e2i/ionosphere,oneR,cat,g,281,70,3,5,81.43,78.85,11.11,95.35 e2i/ionosphere,bayes,cat,g,281,70,4,1,81.43,92.50,33.33,78.72 e2i/ionosphere,j48,cat,g,281,70,4,1,91.43,90.20,5.26,97.87 e2i/ionosphere,nbk,cat,g,281,70,4,1,92.86,95.65,12.50,93.62 e2i/ionosphere,oneR,cat,g,281,70,4,1,81.43,84.00,25.00,89.36 e2i/ionosphere,bayes,cat,g,281,70,4,2,87.14,92.86,21.43,86.67 e2i/ionosphere,j48,cat,g,281,70,4,2,94.29,91.84,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,4,2,92.86,95.45,11.54,93.33 e2i/ionosphere,oneR,cat,g,281,70,4,2,84.29,86.96,20.83,88.89 e2i/ionosphere,bayes,cat,g,281,70,4,3,77.14,88.89,35.29,72.73 e2i/ionosphere,j48,cat,g,281,70,4,3,85.71,84.00,10.00,95.45 e2i/ionosphere,nbk,cat,g,281,70,4,3,87.14,90.70,18.52,88.64 e2i/ionosphere,oneR,cat,g,281,70,4,3,88.57,89.13,12.50,93.18 e2i/ionosphere,bayes,cat,g,281,70,4,4,85.71,93.02,25.93,85.11 e2i/ionosphere,j48,cat,g,281,70,4,4,90.00,91.67,13.64,93.62 e2i/ionosphere,nbk,cat,g,281,70,4,4,90.00,93.48,16.67,91.49 e2i/ionosphere,oneR,cat,g,281,70,4,4,80.00,82.35,26.32,89.36 e2i/ionosphere,bayes,cat,g,281,70,4,5,81.43,89.19,27.27,78.57 e2i/ionosphere,j48,cat,g,281,70,4,5,90.00,88.89,8.00,95.24 e2i/ionosphere,nbk,cat,g,281,70,4,5,97.14,95.45,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,4,5,82.86,84.09,19.23,88.10 e2i/ionosphere,bayes,cat,g,281,70,5,1,80.00,94.59,36.36,74.47 e2i/ionosphere,j48,cat,g,281,70,5,1,95.71,94.00,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,5,1,88.57,95.35,22.22,87.23 e2i/ionosphere,oneR,cat,g,281,70,5,1,84.29,86.00,20.00,91.49 e2i/ionosphere,bayes,cat,g,281,70,5,2,80.00,92.50,36.67,77.08 e2i/ionosphere,j48,cat,g,281,70,5,2,88.57,90.00,15.00,93.75 e2i/ionosphere,nbk,cat,g,281,70,5,2,94.29,97.83,12.50,93.75 e2i/ionosphere,oneR,cat,g,281,70,5,2,78.57,85.11,34.78,83.33 e2i/ionosphere,bayes,cat,g,281,70,5,3,90.00,92.31,12.90,90.00 e2i/ionosphere,j48,cat,g,281,70,5,3,92.86,90.70,3.70,97.50 e2i/ionosphere,nbk,cat,g,281,70,5,3,97.14,95.24,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,5,3,84.29,83.72,14.81,90.00 e2i/ionosphere,bayes,cat,g,281,70,5,4,80.00,91.18,30.56,73.81 e2i/ionosphere,j48,cat,g,281,70,5,4,90.00,87.23,4.35,97.62 e2i/ionosphere,nbk,cat,g,281,70,5,4,88.57,92.50,16.67,88.10 e2i/ionosphere,oneR,cat,g,281,70,5,4,85.71,88.10,17.86,88.10 e2i/ionosphere,bayes,cat,g,281,70,5,5,84.29,87.50,22.73,89.36 e2i/ionosphere,j48,cat,g,281,70,5,5,84.29,83.33,12.50,95.74 e2i/ionosphere,nbk,cat,g,281,70,5,5,90.00,90.00,10.00,95.74 e2i/ionosphere,oneR,cat,g,281,70,5,5,84.29,82.14,7.14,97.87 e2i/ionosphere,bayes,disctree,g,281,70,1,1,87.14,90.70,18.52,88.64 e2i/ionosphere,j48,disctree,g,281,70,1,1,95.71,97.67,7.41,95.45 e2i/ionosphere,nbk,disctree,g,281,70,1,1,87.14,90.70,18.52,88.64 e2i/ionosphere,oneR,disctree,g,281,70,1,1,87.14,87.23,13.04,93.18 e2i/ionosphere,bayes,disctree,g,281,70,1,2,91.43,92.45,11.76,96.08 e2i/ionosphere,j48,disctree,g,281,70,1,2,91.43,94.12,15.79,94.12 e2i/ionosphere,nbk,disctree,g,281,70,1,2,91.43,92.45,11.76,96.08 e2i/ionosphere,oneR,disctree,g,281,70,1,2,82.86,88.24,31.58,88.24 e2i/ionosphere,bayes,disctree,g,281,70,1,3,85.71,85.11,13.04,93.02 e2i/ionosphere,j48,disctree,g,281,70,1,3,85.71,88.37,18.52,88.37 e2i/ionosphere,nbk,disctree,g,281,70,1,3,85.71,85.11,13.04,93.02 e2i/ionosphere,oneR,disctree,g,281,70,1,3,81.43,80.00,15.00,93.02 e2i/ionosphere,bayes,disctree,g,281,70,1,4,95.71,95.83,4.55,97.87 e2i/ionosphere,j48,disctree,g,281,70,1,4,91.43,93.62,13.04,93.62 e2i/ionosphere,nbk,disctree,g,281,70,1,4,95.71,95.83,4.55,97.87 e2i/ionosphere,oneR,disctree,g,281,70,1,4,82.86,85.71,23.81,89.36 e2i/ionosphere,bayes,disctree,g,281,70,1,5,90.00,86.67,4.00,97.50 e2i/ionosphere,j48,disctree,g,281,70,1,5,87.14,86.05,11.11,92.50 e2i/ionosphere,nbk,disctree,g,281,70,1,5,90.00,86.67,4.00,97.50 e2i/ionosphere,oneR,disctree,g,281,70,1,5,75.71,71.70,11.76,95.00 e2i/ionosphere,bayes,disctree,g,281,70,2,1,90.00,89.58,9.09,95.56 e2i/ionosphere,j48,disctree,g,281,70,2,1,91.43,93.33,12.00,93.33 e2i/ionosphere,nbk,disctree,g,281,70,2,1,90.00,89.58,9.09,95.56 e2i/ionosphere,oneR,disctree,g,281,70,2,1,90.00,89.58,9.09,95.56 e2i/ionosphere,bayes,disctree,g,281,70,2,2,92.86,95.92,14.29,94.00 e2i/ionosphere,j48,disctree,g,281,70,2,2,88.57,95.65,25.00,88.00 e2i/ionosphere,nbk,disctree,g,281,70,2,2,92.86,95.92,14.29,94.00 e2i/ionosphere,oneR,disctree,g,281,70,2,2,87.14,93.62,26.09,88.00 e2i/ionosphere,bayes,disctree,g,281,70,2,3,85.71,88.10,17.86,88.10 e2i/ionosphere,j48,disctree,g,281,70,2,3,94.29,95.24,7.14,95.24 e2i/ionosphere,nbk,disctree,g,281,70,2,3,85.71,88.10,17.86,88.10 e2i/ionosphere,oneR,disctree,g,281,70,2,3,81.43,82.22,20.00,88.10 e2i/ionosphere,bayes,disctree,g,281,70,2,4,88.57,86.96,8.33,95.24 e2i/ionosphere,j48,disctree,g,281,70,2,4,90.00,92.68,13.79,90.48 e2i/ionosphere,nbk,disctree,g,281,70,2,4,88.57,86.96,8.33,95.24 e2i/ionosphere,oneR,disctree,g,281,70,2,4,81.43,79.59,14.29,92.86 e2i/ionosphere,bayes,disctree,g,281,70,2,5,91.43,90.00,5.00,97.83 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e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,3,95.71,93.62,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,3,94.29,91.67,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,3,95.71,93.62,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,3,91.43,91.30,8.33,95.45 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,4,91.43,92.16,10.53,95.92 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,4,91.43,92.16,10.53,95.92 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,4,91.43,92.16,10.53,95.92 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,4,84.29,89.58,27.27,87.76 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,5,97.14,97.78,4.00,97.78 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,5,94.29,93.62,4.35,97.78 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,5,97.14,97.78,4.00,97.78 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,5,90.00,91.30,12.50,93.33 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,1,88.57,86.27,5.26,97.78 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,1,88.57,86.27,5.26,97.78 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,1,88.57,86.27,5.26,97.78 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,1,85.71,87.23,17.39,91.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,2,91.43,89.74,6.45,94.59 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,2,90.00,87.50,6.67,94.59 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,2,91.43,89.74,6.45,94.59 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,2,84.29,79.55,7.69,94.59 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,3,90.00,93.48,16.67,91.49 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,3,92.86,95.65,12.50,93.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,3,90.00,93.48,16.67,91.49 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,3,87.14,91.30,20.83,89.36 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,4,90.00,92.59,18.75,94.34 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,4,88.57,94.12,26.32,90.57 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,4,90.00,92.59,18.75,94.34 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,4,92.86,91.38,0.00,100.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,5,92.86,91.30,4.17,97.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,5,92.86,91.30,4.17,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,5,92.86,91.30,4.17,97.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,5,88.57,88.89,12.00,93.02 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,1,84.29,84.44,16.00,90.48 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,1,87.14,82.35,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,1,84.29,84.44,16.00,90.48 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,1,88.57,85.42,4.55,97.62 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,2,95.71,97.83,8.33,95.74 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,2,95.71,97.83,8.33,95.74 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,2,95.71,97.83,8.33,95.74 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,2,88.57,91.49,17.39,91.49 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,3,91.43,93.62,13.04,93.62 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,3,91.43,90.20,5.26,97.87 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,3,91.43,93.62,13.04,93.62 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,3,90.00,93.48,16.67,91.49 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,4,94.29,91.49,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,4,88.57,90.70,14.81,90.70 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,4,94.29,91.49,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,4,82.86,79.25,5.88,97.67 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,5,88.57,87.76,9.52,95.56 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,5,88.57,87.76,9.52,95.56 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,5,88.57,87.76,9.52,95.56 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,5,84.29,85.42,18.18,91.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,1,91.43,94.74,12.50,90.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,1,92.86,88.89,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,1,91.43,94.74,12.50,90.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,1,90.00,88.37,7.41,95.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,2,90.00,93.18,15.38,91.11 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,2,90.00,95.24,17.86,88.89 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,2,90.00,93.18,15.38,91.11 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,2,87.14,90.91,19.23,88.89 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,3,87.14,86.79,11.76,95.83 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,3,94.29,94.00,5.00,97.92 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,3,87.14,86.79,11.76,95.83 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,3,90.00,88.68,5.88,97.92 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,4,91.43,89.80,4.76,97.78 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,4,91.43,89.80,4.76,97.78 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,4,91.43,89.80,4.76,97.78 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,4,88.57,87.76,9.52,95.56 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,5,92.86,93.62,8.70,95.65 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,5,90.00,88.24,5.26,97.83 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,5,92.86,93.62,8.70,95.65 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,5,82.86,84.00,20.00,91.30 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,91.43,93.62,13.04,93.62 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,91.43,91.84,9.52,95.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,91.43,93.62,13.04,93.62 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,91.43,91.84,9.52,95.74 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,91.43,89.36,4.35,97.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,90.00,87.50,4.55,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,91.43,89.36,4.35,97.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,84.29,84.78,16.67,90.70 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,90.00,91.49,13.04,93.48 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,82.86,85.42,22.73,89.13 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,90.00,91.49,13.04,93.48 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,85.71,87.50,18.18,91.30 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,90.00,88.00,5.00,97.78 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,91.43,88.24,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,90.00,88.00,5.00,97.78 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,84.29,84.00,15.00,93.33 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,91.43,93.02,11.11,93.02 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,88.57,88.89,12.00,93.02 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,91.43,93.02,11.11,93.02 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,92.86,91.30,4.17,97.67 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,4,83.33,87.50,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,4,86.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,3,93.33,87.50,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,3,1,89.66,80.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,2,90.00,85.71,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,4,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,5,93.33,90.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,3,86.67,88.89,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,3,86.67,90.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,3,86.67,88.89,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,3,86.67,90.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,4,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,4,96.67,90.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,4,96.67,90.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,2,93.33,88.89,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,2,96.67,88.89,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,2,93.33,88.89,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,2,96.67,88.89,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,4,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,4,93.33,87.50,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,4,93.33,87.50,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,3,1,93.10,88.89,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,3,1,93.10,88.89,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,5,90.00,90.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,5,93.33,90.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,5,90.00,90.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,5,93.33,90.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,4,1,93.10,91.67,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,4,1,89.66,92.31,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,4,1,93.10,91.67,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,4,1,89.66,92.31,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,3,90.00,88.89,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,3,90.00,88.89,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,4,83.33,80.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,4,93.33,85.71,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,4,83.33,80.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,4,93.33,85.71,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,5,93.33,87.50,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,5,93.33,87.50,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,3,86.67,100.00,10.00,83.33 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,4,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,4,83.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,4,83.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,5,93.33,81.82,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,2,90.00,100.00,11.11,88.89 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,2,90.00,100.00,11.11,88.89 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,3,83.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,3,83.33,75.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,3,83.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,7.69,83.33 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,5,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,5,86.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 /home/donaldb/var/weka/xval.19092 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,1,85.92,89.40,17.21,82.32 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,1,98.75,98.48,0.97,99.09 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,1,85.92,89.40,17.21,82.32 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,1,67.14,78.37,38.28,49.70 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,2,86.54,86.82,13.70,84.54 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,2,99.53,100.00,0.89,99.01 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,2,86.54,86.82,13.70,84.54 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,2,68.54,71.91,33.42,55.59 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,3,90.45,91.33,10.32,88.67 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,3,99.06,98.71,0.61,99.35 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,3,90.45,91.33,10.32,88.67 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,3,66.51,74.87,37.05,46.28 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,4,87.32,86.32,11.75,87.17 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,4,99.53,99.67,0.60,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,4,87.32,86.32,11.75,87.17 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,4,66.20,68.18,35.01,54.28 j2p/kr-vs-kp,bayes,cat,nowin,2556,635,1,5,88.35,86.27,9.97,87.50 j2p/kr-vs-kp,j48,cat,nowin,2556,635,1,5,100.00,100.00,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2556,635,1,5,88.35,86.27,9.97,87.50 j2p/kr-vs-kp,oneR,cat,nowin,2556,635,1,5,68.66,73.41,33.12,45.36 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,2,1,88.26,86.96,10.59,87.84 j2p/kr-vs-kp,j48,cat,nowin,2550,639,2,1,99.06,99.32,1.16,98.65 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,2,1,88.26,86.96,10.59,87.84 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,2,1,68.86,76.22,34.14,47.64 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,2,2,85.60,86.27,15.02,84.08 j2p/kr-vs-kp,j48,cat,nowin,2550,639,2,2,99.37,99.05,0.31,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,2,2,85.60,86.27,15.02,84.08 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,2,2,66.35,70.71,36.25,53.82 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,2,3,89.51,89.42,10.40,89.14 j2p/kr-vs-kp,j48,cat,nowin,2550,639,2,3,99.69,99.68,0.31,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,2,3,89.51,89.42,10.40,89.14 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,2,3,66.04,76.97,38.18,43.77 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,2,4,87.32,87.33,12.68,85.28 j2p/kr-vs-kp,j48,cat,nowin,2550,639,2,4,99.53,99.66,0.59,99.33 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,2,4,87.32,87.33,12.68,85.28 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,2,4,67.92,72.38,34.27,50.84 j2p/kr-vs-kp,bayes,cat,nowin,2556,633,2,5,87.20,88.81,14.12,83.83 j2p/kr-vs-kp,j48,cat,nowin,2556,633,2,5,99.05,99.67,1.50,98.35 j2p/kr-vs-kp,nbk,cat,nowin,2556,633,2,5,87.20,88.81,14.12,83.83 j2p/kr-vs-kp,oneR,cat,nowin,2556,633,2,5,66.82,70.67,35.29,52.48 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,3,1,89.51,89.30,10.29,88.41 j2p/kr-vs-kp,j48,cat,nowin,2548,639,3,1,98.75,98.36,0.90,99.01 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,3,1,89.51,89.30,10.29,88.41 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,3,1,67.29,69.46,34.00,54.97 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,3,2,88.11,89.86,13.31,84.54 j2p/kr-vs-kp,j48,cat,nowin,2548,639,3,2,99.22,100.00,1.47,98.36 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,3,2,88.11,89.86,13.31,84.54 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,3,2,67.29,73.87,35.68,48.36 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,3,3,88.58,89.66,12.32,85.81 j2p/kr-vs-kp,j48,cat,nowin,2548,639,3,3,99.84,100.00,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,3,3,88.58,89.66,12.32,85.81 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,3,3,67.45,74.61,35.65,47.52 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,3,4,85.60,84.24,12.94,87.42 j2p/kr-vs-kp,j48,cat,nowin,2548,639,3,4,99.37,99.37,0.62,99.37 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,3,4,85.60,84.24,12.94,87.42 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,3,4,67.29,79.14,37.61,46.54 j2p/kr-vs-kp,bayes,cat,nowin,2556,631,3,5,85.58,85.91,14.71,83.33 j2p/kr-vs-kp,j48,cat,nowin,2556,631,3,5,99.52,99.34,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2556,631,3,5,85.58,85.91,14.71,83.33 j2p/kr-vs-kp,oneR,cat,nowin,2556,631,3,5,67.67,71.43,34.40,53.33 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,4,1,88.42,89.90,12.95,86.52 j2p/kr-vs-kp,j48,cat,nowin,2551,639,4,1,99.06,98.15,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,4,1,88.42,89.90,12.95,86.52 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,4,1,66.82,70.19,35.56,58.31 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,4,2,86.07,86.62,14.37,82.83 j2p/kr-vs-kp,j48,cat,nowin,2551,639,4,2,99.53,100.00,0.87,98.99 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,4,2,86.07,86.62,14.37,82.83 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,4,2,68.54,69.83,32.24,56.90 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,4,3,88.58,86.05,9.17,89.31 j2p/kr-vs-kp,j48,cat,nowin,2551,639,4,3,99.06,99.65,1.42,98.28 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,4,3,88.58,86.05,9.17,89.31 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,4,3,68.39,68.80,31.85,55.52 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,4,4,87.32,88.35,13.64,85.85 j2p/kr-vs-kp,j48,cat,nowin,2551,639,4,4,98.75,98.14,0.63,99.37 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,4,4,87.32,88.35,13.64,85.85 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,4,4,64.48,74.07,39.56,44.03 j2p/kr-vs-kp,bayes,cat,nowin,2556,634,4,5,88.17,89.24,12.72,85.38 j2p/kr-vs-kp,j48,cat,nowin,2556,634,4,5,99.53,100.00,0.89,99.00 j2p/kr-vs-kp,nbk,cat,nowin,2556,634,4,5,88.17,89.24,12.72,85.38 j2p/kr-vs-kp,oneR,cat,nowin,2556,634,4,5,69.09,76.38,34.25,50.50 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,5,1,86.38,85.53,12.84,85.81 j2p/kr-vs-kp,j48,cat,nowin,2555,639,5,1,98.59,98.36,1.19,98.68 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,5,1,86.38,85.53,12.84,85.81 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,5,1,65.57,68.78,36.12,50.17 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,5,2,89.98,92.28,11.86,86.23 j2p/kr-vs-kp,j48,cat,nowin,2555,639,5,2,99.53,99.35,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,5,2,89.98,92.28,11.86,86.23 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,5,2,67.45,69.48,33.85,56.72 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,5,3,86.07,83.97,12.22,84.86 j2p/kr-vs-kp,j48,cat,nowin,2555,639,5,3,99.53,99.65,0.56,99.30 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,5,3,86.07,83.97,12.22,84.86 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,5,3,68.23,72.88,33.55,45.42 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,5,4,87.32,85.62,11.04,88.16 j2p/kr-vs-kp,j48,cat,nowin,2555,639,5,4,99.06,99.34,1.19,98.68 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,5,4,87.32,85.62,11.04,88.16 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,5,4,68.54,76.41,34.91,49.01 j2p/kr-vs-kp,bayes,cat,nowin,2556,638,5,5,88.24,93.79,16.38,82.67 j2p/kr-vs-kp,j48,cat,nowin,2556,638,5,5,99.84,99.70,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2556,638,5,5,88.24,93.79,16.38,82.67 j2p/kr-vs-kp,oneR,cat,nowin,2556,638,5,5,66.14,77.03,39.16,48.94 j2p/kr-vs-kp,bayes,disctree,nowin,2555,639,1,1,86.85,86.29,12.58,87.38 j2p/kr-vs-kp,j48,disctree,nowin,2555,639,1,1,99.22,99.68,1.23,98.74 j2p/kr-vs-kp,nbk,disctree,nowin,2555,639,1,1,86.85,86.29,12.58,87.38 j2p/kr-vs-kp,oneR,disctree,nowin,2555,639,1,1,67.61,76.44,36.66,50.16 j2p/kr-vs-kp,bayes,disctree,nowin,2555,639,1,2,85.76,86.39,14.78,83.28 j2p/kr-vs-kp,j48,disctree,nowin,2555,639,1,2,98.75,98.69,1.20,98.69 j2p/kr-vs-kp,nbk,disctree,nowin,2555,639,1,2,85.76,86.39,14.78,83.28 j2p/kr-vs-kp,oneR,disctree,nowin,2555,639,1,2,68.08,78.86,35.99,45.25 j2p/kr-vs-kp,bayes,disctree,nowin,2555,639,1,3,87.95,87.13,11.44,84.95 j2p/kr-vs-kp,j48,disctree,nowin,2555,639,1,3,99.84,100.00,0.28,99.64 j2p/kr-vs-kp,nbk,disctree,nowin,2555,639,1,3,87.95,87.13,11.44,84.95 j2p/kr-vs-kp,oneR,disctree,nowin,2555,639,1,3,67.14,64.08,30.96,56.27 j2p/kr-vs-kp,bayes,disctree,nowin,2555,639,1,4,87.01,86.69,12.66,87.50 j2p/kr-vs-kp,j48,disctree,nowin,2555,639,1,4,99.69,99.38,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2555,639,1,4,87.01,86.69,12.66,87.50 j2p/kr-vs-kp,oneR,disctree,nowin,2555,639,1,4,67.29,73.22,36.25,54.69 j2p/kr-vs-kp,bayes,disctree,nowin,2556,638,1,5,92.01,95.04,10.39,87.87 j2p/kr-vs-kp,j48,disctree,nowin,2556,638,1,5,99.69,100.00,0.60,99.34 j2p/kr-vs-kp,nbk,disctree,nowin,2556,638,1,5,92.01,95.04,10.39,87.87 j2p/kr-vs-kp,oneR,disctree,nowin,2556,638,1,5,66.77,69.46,34.84,54.43 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,1,87.17,88.66,14.08,84.04 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,1,99.22,99.67,1.19,98.70 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,1,87.17,88.66,14.08,84.04 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,1,68.23,77.08,35.57,48.21 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,2,88.42,89.74,12.84,86.96 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,2,99.37,99.07,0.32,99.69 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,2,88.42,89.74,12.84,86.96 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,2,65.41,72.85,38.52,50.00 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,3,88.58,86.97,10.14,87.28 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,3,99.37,99.29,0.56,99.29 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,3,88.58,86.97,10.14,87.28 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,3,71.05,77.84,31.53,48.41 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,4,85.76,84.64,13.29,84.35 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,4,98.90,98.32,0.58,99.32 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,4,85.76,84.64,13.29,84.35 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,4,65.73,66.23,34.56,52.04 j2p/kr-vs-kp,bayes,disctree,nowin,2556,635,2,5,88.50,89.39,12.35,87.42 j2p/kr-vs-kp,j48,disctree,nowin,2556,635,2,5,99.84,100.00,0.31,99.69 j2p/kr-vs-kp,nbk,disctree,nowin,2556,635,2,5,88.50,89.39,12.35,87.42 j2p/kr-vs-kp,oneR,disctree,nowin,2556,635,2,5,65.67,76.32,38.88,45.60 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,3,1,90.30,90.32,9.72,87.80 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,3,1,99.22,98.96,0.57,99.30 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,3,1,90.30,90.32,9.72,87.80 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,3,1,69.01,68.78,30.85,56.79 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,3,2,87.79,91.03,14.90,83.54 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,3,2,99.53,99.37,0.31,99.68 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j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,637,1,5,68.60,77.22,34.79,46.64 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,1,87.79,87.80,12.22,85.42 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,1,99.69,100.00,0.58,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,1,87.79,87.80,12.22,85.42 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,1,67.61,69.64,33.49,52.88 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,2,88.73,88.31,10.88,88.31 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,2,98.90,99.67,1.79,98.05 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,2,88.73,88.31,10.88,88.31 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,2,66.98,74.62,36.43,47.73 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,3,89.05,90.54,12.24,86.45 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,3,99.69,100.00,0.60,99.35 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,3,89.05,90.54,12.24,86.45 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,3,67.45,69.92,34.20,57.74 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,4,85.92,86.39,14.49,83.55 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,4,98.59,98.36,1.20,98.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,4,85.92,86.39,14.49,83.55 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,4,68.86,77.20,34.75,49.01 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,635,2,5,85.83,86.58,14.84,83.77 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,635,2,5,99.37,99.03,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,635,2,5,85.83,86.58,14.84,83.77 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,635,2,5,65.83,75.14,37.89,44.16 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,3,1,87.01,84.76,10.80,88.41 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,3,1,99.06,98.37,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,3,1,87.01,84.76,10.80,88.41 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,3,1,67.92,69.02,32.81,58.28 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,3,2,84.51,87.42,18.10,81.23 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,3,2,99.37,99.69,0.95,99.08 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,3,2,84.51,87.42,18.10,81.23 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,3,2,66.35,78.06,38.83,47.08 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,3,3,90.30,89.97,9.43,88.74 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,3,3,99.06,98.32,0.29,99.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,3,3,90.30,89.97,9.43,88.74 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,3,3,67.45,67.49,32.58,55.97 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,3,4,88.26,87.93,11.46,86.44 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,3,4,99.22,98.99,0.58,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,3,4,88.26,87.93,11.46,86.44 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,3,4,67.76,75.43,35.13,44.75 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,3,5,87.95,90.94,14.49,83.65 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,3,5,99.37,99.68,0.91,99.04 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,3,5,87.95,90.94,14.49,83.65 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,3,5,66.67,74.38,36.93,48.40 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,4,1,85.76,85.26,13.76,85.53 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,4,1,99.53,99.68,0.61,99.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,4,1,85.76,85.26,13.76,85.53 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,4,1,68.86,74.14,34.15,55.31 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,4,2,87.79,88.11,12.46,85.14 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,4,2,98.75,97.37,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,4,2,87.79,88.11,12.46,85.14 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,4,2,64.48,68.06,37.05,43.92 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,4,3,87.64,85.81,10.71,87.84 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,4,3,99.53,99.33,0.29,99.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,4,3,87.64,85.81,10.71,87.84 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,4,3,70.58,77.55,32.51,51.35 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,4,4,88.11,90.30,13.82,85.17 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,4,4,98.59,98.73,1.55,98.42 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,4,4,88.11,90.30,13.82,85.17 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,4,4,64.79,75.27,39.39,43.22 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,636,4,5,87.74,88.29,12.76,85.99 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,636,4,5,99.84,99.68,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,636,4,5,87.74,88.29,12.76,85.99 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,636,4,5,69.97,79.29,34.25,51.14 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,5,1,88.42,87.24,10.60,87.24 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,5,1,99.37,98.64,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,5,1,88.42,87.24,10.60,87.24 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,5,1,66.98,66.26,32.58,55.52 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,5,2,89.05,91.78,13.26,85.35 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,5,2,99.53,99.68,0.61,99.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,5,2,89.05,91.78,13.26,85.35 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,5,2,69.17,73.49,33.59,58.28 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,5,3,86.23,88.70,15.85,82.48 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,5,3,99.22,99.36,0.92,99.04 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,5,3,86.23,88.70,15.85,82.48 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,5,3,64.79,73.06,38.79,44.90 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,5,4,87.79,87.58,12.02,86.42 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,5,4,99.53,99.02,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,5,4,87.79,87.58,12.02,86.42 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,5,4,67.45,69.26,33.67,55.96 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,638,5,5,87.46,85.31,10.38,89.22 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,638,5,5,99.53,100.00,0.90,99.02 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,638,5,5,87.46,85.31,10.38,89.22 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,638,5,5,67.40,69.92,34.18,56.21 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15798,3999,1,1,63.49,100.00,0.00,100.00 j2p/letter,j48,cat,B,15798,3999,1,1,87.35,99.15,0.00,100.00 j2p/letter,nbk,cat,B,15798,3999,1,1,73.77,97.35,0.00,100.00 j2p/letter,oneR,cat,B,15798,3999,1,1,17.45,42.54,0.00,100.00 j2p/letter,bayes,cat,B,15797,4000,1,2,64.25,100.00,0.00,100.00 j2p/letter,j48,cat,B,15797,4000,1,2,86.85,100.00,0.71,99.17 j2p/letter,nbk,cat,B,15797,4000,1,2,73.40,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15797,4000,1,2,17.82,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15797,4000,1,3,63.90,100.00,0.00,100.00 j2p/letter,j48,cat,B,15797,4000,1,3,86.67,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15797,4000,1,3,73.50,99.01,0.00,100.00 j2p/letter,oneR,cat,B,15797,4000,1,3,16.25,0.00,50.00,0.00 j2p/letter,bayes,cat,B,15797,4000,1,4,64.47,100.00,0.00,100.00 j2p/letter,j48,cat,B,15797,4000,1,4,86.22,99.32,1.32,98.64 j2p/letter,nbk,cat,B,15797,4000,1,4,74.65,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15797,4000,1,4,17.48,0.00,51.41,0.00 j2p/letter,bayes,cat,B,15999,3798,1,5,64.72,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3798,1,5,87.28,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3798,1,5,74.54,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3798,1,5,16.43,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15810,3999,2,1,63.42,100.00,0.00,100.00 j2p/letter,j48,cat,B,15810,3999,2,1,87.67,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15810,3999,2,1,74.39,97.35,0.00,100.00 j2p/letter,oneR,cat,B,15810,3999,2,1,18.18,0.00,48.39,0.00 j2p/letter,bayes,cat,B,15809,4000,2,2,63.67,100.00,0.00,100.00 j2p/letter,j48,cat,B,15809,4000,2,2,87.10,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15809,4000,2,2,73.70,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15809,4000,2,2,15.88,40.26,0.00,100.00 j2p/letter,bayes,cat,B,15809,4000,2,3,64.95,100.00,0.00,100.00 j2p/letter,j48,cat,B,15809,4000,2,3,86.90,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15809,4000,2,3,74.33,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15809,4000,2,3,16.95,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15809,4000,2,4,62.77,100.00,0.00,100.00 j2p/letter,j48,cat,B,15809,4000,2,4,87.33,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15809,4000,2,4,74.28,99.22,0.00,100.00 j2p/letter,oneR,cat,B,15809,4000,2,4,15.43,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3810,2,5,65.12,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3810,2,5,87.45,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3810,2,5,74.09,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3810,2,5,17.01,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15821,3999,3,1,65.67,100.00,0.00,100.00 j2p/letter,j48,cat,B,15821,3999,3,1,88.57,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15821,3999,3,1,74.32,99.08,0.00,100.00 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j2p/letter,bayes,tbin,B,15795,3999,4,1,68.19,97.56,0.00,100.00 j2p/letter,j48,tbin,B,15795,3999,4,1,79.87,99.22,0.75,99.22 j2p/letter,nbk,tbin,B,15795,3999,4,1,68.19,97.56,0.00,100.00 j2p/letter,oneR,tbin,B,15795,3999,4,1,14.58,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15794,4000,4,2,69.70,96.81,0.00,100.00 j2p/letter,j48,tbin,B,15794,4000,4,2,78.95,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15794,4000,4,2,69.70,96.81,0.00,100.00 j2p/letter,oneR,tbin,B,15794,4000,4,2,15.20,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15794,4000,4,3,68.65,100.00,0.00,100.00 j2p/letter,j48,tbin,B,15794,4000,4,3,79.60,99.01,0.64,99.01 j2p/letter,nbk,tbin,B,15794,4000,4,3,68.65,100.00,0.00,100.00 j2p/letter,oneR,tbin,B,15794,4000,4,3,16.00,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15794,4000,4,4,69.20,99.02,0.00,100.00 j2p/letter,j48,tbin,B,15794,4000,4,4,78.47,100.00,0.76,99.07 j2p/letter,nbk,tbin,B,15794,4000,4,4,69.20,99.02,0.00,100.00 j2p/letter,oneR,tbin,B,15794,4000,4,4,17.05,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3795,4,5,70.96,96.40,0.00,100.00 j2p/letter,j48,tbin,B,15999,3795,4,5,81.08,98.28,0.94,99.13 j2p/letter,nbk,tbin,B,15999,3795,4,5,70.96,96.40,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3795,4,5,14.94,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15807,3999,5,1,69.44,98.17,0.00,100.00 j2p/letter,j48,tbin,B,15807,3999,5,1,79.92,99.22,1.40,98.45 j2p/letter,nbk,tbin,B,15807,3999,5,1,69.44,98.17,0.00,100.00 j2p/letter,oneR,tbin,B,15807,3999,5,1,14.70,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15806,4000,5,2,70.80,97.35,0.00,100.00 j2p/letter,j48,tbin,B,15806,4000,5,2,79.05,100.00,0.71,99.12 j2p/letter,nbk,tbin,B,15806,4000,5,2,70.80,97.35,0.00,100.00 j2p/letter,oneR,tbin,B,15806,4000,5,2,15.85,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15806,4000,5,3,69.45,96.85,0.00,100.00 j2p/letter,j48,tbin,B,15806,4000,5,3,79.88,98.35,0.00,100.00 j2p/letter,nbk,tbin,B,15806,4000,5,3,69.45,96.85,0.00,100.00 j2p/letter,oneR,tbin,B,15806,4000,5,3,16.35,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15806,4000,5,4,68.53,97.92,0.00,100.00 j2p/letter,j48,tbin,B,15806,4000,5,4,79.08,100.00,0.76,98.90 j2p/letter,nbk,tbin,B,15806,4000,5,4,68.53,97.92,0.00,100.00 j2p/letter,oneR,tbin,B,15806,4000,5,4,15.22,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3807,5,5,68.58,97.65,0.00,100.00 j2p/letter,j48,tbin,B,15999,3807,5,5,78.80,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3807,5,5,68.58,97.65,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3807,5,5,15.45,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15801,3999,1,1,73.89,99.09,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15801,3999,1,1,78.72,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15801,3999,1,1,73.89,99.09,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15801,3999,1,1,17.60,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15800,4000,1,2,74.53,99.25,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15800,4000,1,2,78.67,99.33,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15800,4000,1,2,74.53,99.25,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15800,4000,1,2,16.95,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15800,4000,1,3,72.97,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15800,4000,1,3,78.12,100.00,0.71,99.06 j2p/letter,nbk,fayyadIrani,B,15800,4000,1,3,72.97,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15800,4000,1,3,17.75,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15800,4000,1,4,74.45,98.28,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15800,4000,1,4,76.30,100.00,0.72,99.10 j2p/letter,nbk,fayyadIrani,B,15800,4000,1,4,74.45,98.28,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15800,4000,1,4,16.68,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3801,1,5,73.59,98.23,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3801,1,5,77.32,99.11,0.78,99.11 j2p/letter,nbk,fayyadIrani,B,15999,3801,1,5,73.59,98.23,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3801,1,5,17.44,0.00,48.41,0.00 j2p/letter,bayes,fayyadIrani,B,15825,3999,2,1,74.64,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15825,3999,2,1,78.72,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15825,3999,2,1,74.64,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15825,3999,2,1,17.45,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,2,2,74.47,98.41,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,2,2,77.72,99.26,2.10,97.81 j2p/letter,nbk,fayyadIrani,B,15824,4000,2,2,74.47,98.41,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,2,2,17.00,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,2,3,72.33,98.23,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,2,3,77.40,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15824,4000,2,3,72.33,98.23,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,2,3,17.20,0.00,51.30,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,2,4,73.45,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,2,4,78.03,99.18,0.81,99.18 j2p/letter,nbk,fayyadIrani,B,15824,4000,2,4,73.45,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,2,4,17.30,0.00,50.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3825,2,5,73.78,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3825,2,5,77.41,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3825,2,5,73.78,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3825,2,5,17.52,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15786,3999,3,1,73.87,96.90,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15786,3999,3,1,78.44,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15786,3999,3,1,73.87,96.90,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15786,3999,3,1,17.00,0.00,52.30,0.00 j2p/letter,bayes,fayyadIrani,B,15785,4000,3,2,73.22,98.20,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15785,4000,3,2,78.60,100.00,0.65,99.16 j2p/letter,nbk,fayyadIrani,B,15785,4000,3,2,73.22,98.20,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15785,4000,3,2,17.65,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15785,4000,3,3,74.78,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15785,4000,3,3,77.78,99.11,0.85,99.11 j2p/letter,nbk,fayyadIrani,B,15785,4000,3,3,74.78,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15785,4000,3,3,17.27,0.00,50.34,0.00 j2p/letter,bayes,fayyadIrani,B,15785,4000,3,4,74.78,99.12,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15785,4000,3,4,77.97,98.20,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15785,4000,3,4,74.78,99.12,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15785,4000,3,4,17.75,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3786,3,5,72.69,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3786,3,5,77.18,99.16,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3786,3,5,72.69,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3786,3,5,16.51,0.00,51.14,0.00 j2p/letter,bayes,fayyadIrani,B,15824,3999,4,1,74.84,98.97,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,3999,4,1,77.99,99.04,1.92,97.17 j2p/letter,nbk,fayyadIrani,B,15824,3999,4,1,74.84,98.97,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,3999,4,1,17.58,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15823,4000,4,2,73.55,99.22,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15823,4000,4,2,76.95,99.25,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15823,4000,4,2,73.55,99.22,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15823,4000,4,2,17.00,0.00,56.21,0.00 j2p/letter,bayes,fayyadIrani,B,15823,4000,4,3,73.65,99.17,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15823,4000,4,3,78.15,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15823,4000,4,3,73.65,99.17,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15823,4000,4,3,17.45,0.00,51.90,0.00 j2p/letter,bayes,fayyadIrani,B,15823,4000,4,4,74.17,98.28,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15823,4000,4,4,77.38,99.19,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15823,4000,4,4,74.17,98.28,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15823,4000,4,4,16.75,0.00,50.63,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3824,4,5,73.40,99.19,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3824,4,5,78.14,99.14,1.52,98.29 j2p/letter,nbk,fayyadIrani,B,15999,3824,4,5,73.40,99.19,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3824,4,5,17.00,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15810,3999,5,1,74.57,99.14,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15810,3999,5,1,77.42,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15810,3999,5,1,74.57,99.14,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15810,3999,5,1,17.80,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15809,4000,5,2,73.45,97.35,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15809,4000,5,2,76.92,98.29,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15809,4000,5,2,73.45,97.35,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15809,4000,5,2,17.23,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15809,4000,5,3,73.15,99.07,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15809,4000,5,3,77.62,100.00,0.75,99.07 j2p/letter,nbk,fayyadIrani,B,15809,4000,5,3,73.15,99.07,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15809,4000,5,3,17.10,0.00,47.53,0.00 j2p/letter,bayes,fayyadIrani,B,15809,4000,5,4,74.17,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15809,4000,5,4,79.12,99.16,0.68,99.16 j2p/letter,nbk,fayyadIrani,B,15809,4000,5,4,74.17,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15809,4000,5,4,17.75,0.00,45.10,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3810,5,5,74.51,98.45,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3810,5,5,77.80,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3810,5,5,74.51,98.45,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3810,5,5,16.75,0.00,0.00,0.00 /home/donaldb/var/weka/xval.29452 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6473,1624,1,1,95.75,99.30,7.00,91.68 j2p/mushroom,j48,cat,p,6473,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1624,1,1,95.75,99.30,7.00,91.68 j2p/mushroom,oneR,cat,p,6473,1624,1,1,98.21,100.00,3.28,96.23 j2p/mushroom,bayes,cat,p,6472,1625,1,2,94.95,99.04,8.39,90.61 j2p/mushroom,j48,cat,p,6472,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,2,94.95,99.04,8.39,90.61 j2p/mushroom,oneR,cat,p,6472,1625,1,2,98.89,100.00,2.13,97.75 j2p/mushroom,bayes,cat,p,6472,1625,1,3,96.25,99.17,6.12,92.90 j2p/mushroom,j48,cat,p,6472,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,3,96.25,99.17,6.12,92.90 j2p/mushroom,oneR,cat,p,6472,1625,1,3,99.08,100.00,1.73,98.06 j2p/mushroom,bayes,cat,p,6472,1625,1,4,95.82,98.73,6.44,92.23 j2p/mushroom,j48,cat,p,6472,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,4,95.82,98.73,6.44,92.23 j2p/mushroom,oneR,cat,p,6472,1625,1,4,98.34,100.00,3.02,96.44 j2p/mushroom,bayes,cat,p,6499,1598,1,5,95.68,99.33,7.51,92.05 j2p/mushroom,j48,cat,p,6499,1598,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1598,1,5,95.68,99.33,7.51,92.05 j2p/mushroom,oneR,cat,p,6499,1598,1,5,98.06,100.00,3.76,96.15 j2p/mushroom,bayes,cat,p,6470,1624,2,1,95.44,99.57,7.68,90.76 j2p/mushroom,j48,cat,p,6470,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6470,1624,2,1,95.44,99.57,7.68,90.76 j2p/mushroom,oneR,cat,p,6470,1624,2,1,98.46,100.00,2.84,96.74 j2p/mushroom,bayes,cat,p,6469,1625,2,2,95.45,98.69,6.93,91.25 j2p/mushroom,j48,cat,p,6469,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,2,2,95.45,98.69,6.93,91.25 j2p/mushroom,oneR,cat,p,6469,1625,2,2,98.46,100.00,2.76,96.64 j2p/mushroom,bayes,cat,p,6469,1625,2,3,95.75,98.66,6.70,92.57 j2p/mushroom,j48,cat,p,6469,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,2,3,95.75,98.66,6.70,92.57 j2p/mushroom,oneR,cat,p,6469,1625,2,3,98.83,100.00,2.24,97.61 j2p/mushroom,bayes,cat,p,6469,1625,2,4,96.12,99.33,6.56,92.70 j2p/mushroom,j48,cat,p,6469,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,2,4,96.12,99.33,6.56,92.70 j2p/mushroom,oneR,cat,p,6469,1625,2,4,98.34,100.00,3.15,96.60 j2p/mushroom,bayes,cat,p,6499,1595,2,5,95.42,99.33,8.00,91.58 j2p/mushroom,j48,cat,p,6499,1595,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1595,2,5,95.42,99.33,8.00,91.58 j2p/mushroom,oneR,cat,p,6499,1595,2,5,98.56,100.00,2.84,97.15 j2p/mushroom,bayes,cat,p,6464,1624,3,1,96.37,98.96,5.96,93.71 j2p/mushroom,j48,cat,p,6464,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1624,3,1,96.37,98.96,5.96,93.71 j2p/mushroom,oneR,cat,p,6464,1624,3,1,98.77,100.00,2.40,97.53 j2p/mushroom,bayes,cat,p,6463,1625,3,2,95.26,98.76,7.56,91.34 j2p/mushroom,j48,cat,p,6463,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1625,3,2,95.26,98.76,7.56,91.34 j2p/mushroom,oneR,cat,p,6463,1625,3,2,98.52,100.00,2.78,96.94 j2p/mushroom,bayes,cat,p,6463,1625,3,3,95.32,98.76,7.43,91.42 j2p/mushroom,j48,cat,p,6463,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1625,3,3,95.32,98.76,7.43,91.42 j2p/mushroom,oneR,cat,p,6463,1625,3,3,98.22,100.00,3.32,96.29 j2p/mushroom,bayes,cat,p,6463,1625,3,4,94.65,99.15,8.79,89.59 j2p/mushroom,j48,cat,p,6463,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1625,3,4,94.65,99.15,8.79,89.59 j2p/mushroom,oneR,cat,p,6463,1625,3,4,98.46,100.00,2.87,96.79 j2p/mushroom,bayes,cat,p,6499,1589,3,5,96.41,99.43,5.95,92.90 j2p/mushroom,j48,cat,p,6499,1589,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1589,3,5,96.41,99.43,5.95,92.90 j2p/mushroom,oneR,cat,p,6499,1589,3,5,98.62,100.00,2.55,97.05 j2p/mushroom,bayes,cat,p,6473,1624,4,1,95.94,98.94,6.65,92.77 j2p/mushroom,j48,cat,p,6473,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1624,4,1,95.94,98.94,6.65,92.77 j2p/mushroom,oneR,cat,p,6473,1624,4,1,98.40,100.00,3.07,96.76 j2p/mushroom,bayes,cat,p,6472,1625,4,2,94.95,98.33,7.71,90.97 j2p/mushroom,j48,cat,p,6472,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,4,2,94.95,98.33,7.71,90.97 j2p/mushroom,oneR,cat,p,6472,1625,4,2,98.46,100.00,2.86,96.77 j2p/mushroom,bayes,cat,p,6472,1625,4,3,95.32,98.90,7.58,91.37 j2p/mushroom,j48,cat,p,6472,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,4,3,95.32,98.90,7.58,91.37 j2p/mushroom,oneR,cat,p,6472,1625,4,3,98.65,100.00,2.56,97.21 j2p/mushroom,bayes,cat,p,6472,1625,4,4,96.37,99.87,6.59,92.77 j2p/mushroom,j48,cat,p,6472,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,4,4,96.37,99.87,6.59,92.77 j2p/mushroom,oneR,cat,p,6472,1625,4,4,98.46,100.00,2.95,96.88 j2p/mushroom,bayes,cat,p,6499,1598,4,5,95.74,99.41,6.98,91.36 j2p/mushroom,j48,cat,p,6499,1598,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1598,4,5,95.74,99.41,6.98,91.36 j2p/mushroom,oneR,cat,p,6499,1598,4,5,98.62,100.00,2.50,97.03 j2p/mushroom,bayes,cat,p,6473,1624,5,1,95.87,99.30,6.84,92.00 j2p/mushroom,j48,cat,p,6473,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1624,5,1,95.87,99.30,6.84,92.00 j2p/mushroom,oneR,cat,p,6473,1624,5,1,98.46,100.00,2.86,96.77 j2p/mushroom,bayes,cat,p,6472,1625,5,2,96.06,99.08,6.60,92.98 j2p/mushroom,j48,cat,p,6472,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,5,2,96.06,99.08,6.60,92.98 j2p/mushroom,oneR,cat,p,6472,1625,5,2,98.71,100.00,2.52,97.41 j2p/mushroom,bayes,cat,p,6472,1625,5,3,95.57,98.64,6.95,92.10 j2p/mushroom,j48,cat,p,6472,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,5,3,95.57,98.64,6.95,92.10 j2p/mushroom,oneR,cat,p,6472,1625,5,3,98.52,100.00,2.78,96.94 j2p/mushroom,bayes,cat,p,6472,1625,5,4,95.26,99.43,7.92,90.54 j2p/mushroom,j48,cat,p,6472,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,5,4,95.26,99.43,7.92,90.54 j2p/mushroom,oneR,cat,p,6472,1625,5,4,98.77,100.00,2.29,97.41 j2p/mushroom,bayes,cat,p,6499,1598,5,5,95.37,99.00,7.47,91.20 j2p/mushroom,j48,cat,p,6499,1598,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1598,5,5,95.37,99.00,7.47,91.20 j2p/mushroom,oneR,cat,p,6499,1598,5,5,98.25,100.00,3.24,96.32 j2p/mushroom,bayes,disctree,p,6474,1624,1,1,95.81,99.60,7.38,91.93 j2p/mushroom,j48,disctree,p,6474,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1624,1,1,95.81,99.60,7.38,91.93 j2p/mushroom,oneR,disctree,p,6474,1624,1,1,98.46,100.00,2.96,96.89 j2p/mushroom,bayes,disctree,p,6473,1625,1,2,94.65,98.37,8.44,90.61 j2p/mushroom,j48,disctree,p,6473,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,1,2,94.65,98.37,8.44,90.61 j2p/mushroom,oneR,disctree,p,6473,1625,1,2,98.34,100.00,3.17,96.62 j2p/mushroom,bayes,disctree,p,6473,1625,1,3,97.11,99.86,5.05,93.95 j2p/mushroom,j48,disctree,p,6473,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,1,3,97.11,99.86,5.05,93.95 j2p/mushroom,oneR,disctree,p,6473,1625,1,3,98.28,100.00,3.14,96.32 j2p/mushroom,bayes,disctree,p,6473,1625,1,4,95.69,99.29,7.07,91.50 j2p/mushroom,j48,disctree,p,6473,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,1,4,95.69,99.29,7.07,91.50 j2p/mushroom,oneR,disctree,p,6473,1625,1,4,98.89,100.00,2.05,97.65 j2p/mushroom,bayes,disctree,p,6499,1599,1,5,94.87,98.60,8.15,90.75 j2p/mushroom,j48,disctree,p,6499,1599,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1599,1,5,94.87,98.60,8.15,90.75 j2p/mushroom,oneR,disctree,p,6499,1599,1,5,98.62,100.00,2.61,97.17 j2p/mushroom,bayes,disctree,p,6470,1624,2,1,95.50,98.57,6.80,91.60 j2p/mushroom,j48,disctree,p,6470,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6470,1624,2,1,95.50,98.57,6.80,91.60 j2p/mushroom,oneR,disctree,p,6470,1624,2,1,98.77,100.00,2.24,97.33 j2p/mushroom,bayes,disctree,p,6469,1625,2,2,95.45,98.65,7.25,91.96 j2p/mushroom,j48,disctree,p,6469,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1625,2,2,95.45,98.65,7.25,91.96 j2p/mushroom,oneR,disctree,p,6469,1625,2,2,98.40,100.00,3.04,96.73 j2p/mushroom,bayes,disctree,p,6469,1625,2,3,96.00,99.33,6.81,92.49 j2p/mushroom,j48,disctree,p,6469,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1625,2,3,96.00,99.33,6.81,92.49 j2p/mushroom,oneR,disctree,p,6469,1625,2,3,98.71,100.00,2.48,97.37 j2p/mushroom,bayes,disctree,p,6469,1625,2,4,96.74,99.46,5.56,93.79 j2p/mushroom,j48,disctree,p,6469,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1625,2,4,96.74,99.46,5.56,93.79 j2p/mushroom,oneR,disctree,p,6469,1625,2,4,98.52,100.00,2.79,96.96 j2p/mushroom,bayes,disctree,p,6499,1595,2,5,94.48,99.42,9.29,89.11 j2p/mushroom,j48,disctree,p,6499,1595,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1595,2,5,94.48,99.42,9.29,89.11 j2p/mushroom,oneR,disctree,p,6499,1595,2,5,98.18,100.00,3.40,96.24 j2p/mushroom,bayes,disctree,p,6466,1624,3,1,96.80,99.33,5.32,94.00 j2p/mushroom,j48,disctree,p,6466,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1624,3,1,96.80,99.33,5.32,94.00 j2p/mushroom,oneR,disctree,p,6466,1624,3,1,98.52,100.00,2.77,96.93 j2p/mushroom,bayes,disctree,p,6465,1625,3,2,95.14,99.18,8.21,90.91 j2p/mushroom,j48,disctree,p,6465,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1625,3,2,95.14,99.18,8.21,90.91 j2p/mushroom,oneR,disctree,p,6465,1625,3,2,98.83,100.00,2.26,97.63 j2p/mushroom,bayes,disctree,p,6465,1625,3,3,94.58,99.59,9.55,89.60 j2p/mushroom,j48,disctree,p,6465,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1625,3,3,94.58,99.59,9.55,89.60 j2p/mushroom,oneR,disctree,p,6465,1625,3,3,98.34,100.00,3.23,96.70 j2p/mushroom,bayes,disctree,p,6465,1625,3,4,96.49,99.71,5.94,92.69 j2p/mushroom,j48,disctree,p,6465,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1625,3,4,96.49,99.71,5.94,92.69 j2p/mushroom,oneR,disctree,p,6465,1625,3,4,98.22,100.00,3.22,96.14 j2p/mushroom,bayes,disctree,p,6499,1591,3,5,95.22,98.01,6.99,91.76 j2p/mushroom,j48,disctree,p,6499,1591,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1591,3,5,95.22,98.01,6.99,91.76 j2p/mushroom,oneR,disctree,p,6499,1591,3,5,98.74,100.00,2.33,97.34 j2p/mushroom,bayes,disctree,p,6475,1624,4,1,96.49,99.06,5.69,93.66 j2p/mushroom,j48,disctree,p,6475,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6475,1624,4,1,96.49,99.06,5.69,93.66 j2p/mushroom,oneR,disctree,p,6475,1624,4,1,98.89,100.00,2.11,97.72 j2p/mushroom,bayes,disctree,p,6474,1625,4,2,94.22,99.15,9.54,88.79 j2p/mushroom,j48,disctree,p,6474,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1625,4,2,94.22,99.15,9.54,88.79 j2p/mushroom,oneR,disctree,p,6474,1625,4,2,98.22,100.00,3.34,96.31 j2p/mushroom,bayes,disctree,p,6474,1625,4,3,96.74,99.32,5.39,93.82 j2p/mushroom,j48,disctree,p,6474,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1625,4,3,96.74,99.32,5.39,93.82 j2p/mushroom,oneR,disctree,p,6474,1625,4,3,98.52,100.00,2.75,96.91 j2p/mushroom,bayes,disctree,p,6474,1625,4,4,95.32,99.12,7.44,90.64 j2p/mushroom,j48,disctree,p,6474,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1625,4,4,95.32,99.12,7.44,90.64 j2p/mushroom,oneR,disctree,p,6474,1625,4,4,98.46,100.00,2.77,96.66 j2p/mushroom,bayes,disctree,p,6499,1600,4,5,95.50,98.81,7.46,92.22 j2p/mushroom,j48,disctree,p,6499,1600,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1600,4,5,95.50,98.81,7.46,92.22 j2p/mushroom,oneR,disctree,p,6499,1600,4,5,98.50,100.00,2.95,97.04 j2p/mushroom,bayes,disctree,p,6479,1624,5,1,94.70,99.17,8.88,89.96 j2p/mushroom,j48,disctree,p,6479,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6479,1624,5,1,94.70,99.17,8.88,89.96 j2p/mushroom,oneR,disctree,p,6479,1624,5,1,98.40,100.00,3.05,96.74 j2p/mushroom,bayes,disctree,p,6478,1625,5,2,96.31,99.05,5.96,93.22 j2p/mushroom,j48,disctree,p,6478,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6478,1625,5,2,96.31,99.05,5.96,93.22 j2p/mushroom,oneR,disctree,p,6478,1625,5,2,98.52,100.00,2.77,96.93 j2p/mushroom,bayes,disctree,p,6478,1625,5,3,94.89,99.04,8.45,90.44 j2p/mushroom,j48,disctree,p,6478,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6478,1625,5,3,94.89,99.04,8.45,90.44 j2p/mushroom,oneR,disctree,p,6478,1625,5,3,98.46,100.00,2.92,96.86 j2p/mushroom,bayes,disctree,p,6478,1625,5,4,95.02,99.04,8.24,90.68 j2p/mushroom,j48,disctree,p,6478,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6478,1625,5,4,95.02,99.04,8.24,90.68 j2p/mushroom,oneR,disctree,p,6478,1625,5,4,98.34,100.00,3.15,96.60 j2p/mushroom,bayes,disctree,p,6499,1604,5,5,96.82,98.87,4.79,94.20 j2p/mushroom,j48,disctree,p,6499,1604,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1604,5,5,96.82,98.87,4.79,94.20 j2p/mushroom,oneR,disctree,p,6499,1604,5,5,98.88,100.00,2.04,97.57 j2p/mushroom,bayes,tbin,p,6465,1624,1,1,95.63,99.19,7.34,91.85 j2p/mushroom,j48,tbin,p,6465,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6465,1624,1,1,95.63,99.19,7.34,91.85 j2p/mushroom,oneR,tbin,p,6465,1624,1,1,98.65,100.00,2.59,97.24 j2p/mushroom,bayes,tbin,p,6464,1625,1,2,95.88,98.90,6.58,92.43 j2p/mushroom,j48,tbin,p,6464,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6464,1625,1,2,95.88,98.90,6.58,92.43 j2p/mushroom,oneR,tbin,p,6464,1625,1,2,98.89,100.00,2.08,97.69 j2p/mushroom,bayes,tbin,p,6464,1625,1,3,95.26,98.72,7.39,91.10 j2p/mushroom,j48,tbin,p,6464,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6464,1625,1,3,95.26,98.72,7.39,91.10 j2p/mushroom,oneR,tbin,p,6464,1625,1,3,98.58,100.00,2.60,96.99 j2p/mushroom,bayes,tbin,p,6464,1625,1,4,95.63,99.44,7.34,91.35 j2p/mushroom,j48,tbin,p,6464,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6464,1625,1,4,95.63,99.44,7.34,91.35 j2p/mushroom,oneR,tbin,p,6464,1625,1,4,98.09,100.00,3.52,96.00 j2p/mushroom,bayes,tbin,p,6499,1590,1,5,95.60,98.78,7.16,92.28 j2p/mushroom,j48,tbin,p,6499,1590,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1590,1,5,95.60,98.78,7.16,92.28 j2p/mushroom,oneR,tbin,p,6499,1590,1,5,98.43,100.00,3.03,96.84 j2p/mushroom,bayes,tbin,p,6469,1624,2,1,95.94,99.72,6.97,91.67 j2p/mushroom,j48,tbin,p,6469,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1624,2,1,95.94,99.72,6.97,91.67 j2p/mushroom,oneR,tbin,p,6469,1624,2,1,98.77,100.00,2.28,97.40 j2p/mushroom,bayes,tbin,p,6468,1625,2,2,94.71,99.16,8.81,89.89 j2p/mushroom,j48,tbin,p,6468,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1625,2,2,94.71,99.16,8.81,89.89 j2p/mushroom,oneR,tbin,p,6468,1625,2,2,98.65,100.00,2.57,97.22 j2p/mushroom,bayes,tbin,p,6468,1625,2,3,95.69,99.16,7.03,91.71 j2p/mushroom,j48,tbin,p,6468,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1625,2,3,95.69,99.16,7.03,91.71 j2p/mushroom,oneR,tbin,p,6468,1625,2,3,98.46,100.00,2.85,96.76 j2p/mushroom,bayes,tbin,p,6468,1625,2,4,96.12,98.91,6.19,92.98 j2p/mushroom,j48,tbin,p,6468,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1625,2,4,96.12,98.91,6.19,92.98 j2p/mushroom,oneR,tbin,p,6468,1625,2,4,98.46,100.00,2.89,96.81 j2p/mushroom,bayes,tbin,p,6499,1594,2,5,95.80,98.78,6.77,92.62 j2p/mushroom,j48,tbin,p,6499,1594,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1594,2,5,95.80,98.78,6.77,92.62 j2p/mushroom,oneR,tbin,p,6499,1594,2,5,98.37,100.00,3.12,96.69 j2p/mushroom,bayes,tbin,p,6473,1624,3,1,96.18,99.07,6.32,93.14 j2p/mushroom,j48,tbin,p,6473,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1624,3,1,96.18,99.07,6.32,93.14 j2p/mushroom,oneR,tbin,p,6473,1624,3,1,98.83,100.00,2.26,97.63 j2p/mushroom,bayes,tbin,p,6472,1625,3,2,96.00,98.59,6.02,92.72 j2p/mushroom,j48,tbin,p,6472,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,3,2,96.00,98.59,6.02,92.72 j2p/mushroom,oneR,tbin,p,6472,1625,3,2,98.95,100.00,1.92,97.75 j2p/mushroom,bayes,tbin,p,6472,1625,3,3,95.26,99.86,8.35,90.38 j2p/mushroom,j48,tbin,p,6472,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,3,3,95.26,99.86,8.35,90.38 j2p/mushroom,oneR,tbin,p,6472,1625,3,3,98.95,100.00,2.00,97.85 j2p/mushroom,bayes,tbin,p,6472,1625,3,4,95.02,99.30,8.34,90.32 j2p/mushroom,j48,tbin,p,6472,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,3,4,95.02,99.30,8.34,90.32 j2p/mushroom,oneR,tbin,p,6472,1625,3,4,98.22,100.00,3.34,96.31 j2p/mushroom,bayes,tbin,p,6499,1598,3,5,95.56,99.03,7.27,91.74 j2p/mushroom,j48,tbin,p,6499,1598,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1598,3,5,95.56,99.03,7.27,91.74 j2p/mushroom,oneR,tbin,p,6499,1598,3,5,97.62,100.00,4.41,95.10 j2p/mushroom,bayes,tbin,p,6467,1624,4,1,96.37,99.73,6.43,92.80 j2p/mushroom,j48,tbin,p,6467,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1624,4,1,96.37,99.73,6.43,92.80 j2p/mushroom,oneR,tbin,p,6467,1624,4,1,98.40,100.00,3.03,96.72 j2p/mushroom,bayes,tbin,p,6466,1625,4,2,94.89,97.80,7.47,91.40 j2p/mushroom,j48,tbin,p,6466,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,4,2,94.89,97.80,7.47,91.40 j2p/mushroom,oneR,tbin,p,6466,1625,4,2,98.65,100.00,2.53,97.18 j2p/mushroom,bayes,tbin,p,6466,1625,4,3,96.12,99.31,6.47,92.58 j2p/mushroom,j48,tbin,p,6466,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,4,3,96.12,99.31,6.47,92.58 j2p/mushroom,oneR,tbin,p,6466,1625,4,3,99.02,100.00,1.86,97.95 j2p/mushroom,bayes,tbin,p,6466,1625,4,4,95.51,99.17,7.42,91.44 j2p/mushroom,j48,tbin,p,6466,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,4,4,95.51,99.17,7.42,91.44 j2p/mushroom,oneR,tbin,p,6466,1625,4,4,98.28,100.00,3.22,96.42 j2p/mushroom,bayes,tbin,p,6499,1592,4,5,95.16,99.01,7.90,90.90 j2p/mushroom,j48,tbin,p,6499,1592,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1592,4,5,95.16,99.01,7.90,90.90 j2p/mushroom,oneR,tbin,p,6499,1592,4,5,98.24,100.00,3.29,96.36 j2p/mushroom,bayes,tbin,p,6477,1624,5,1,95.32,98.03,6.78,91.81 j2p/mushroom,j48,tbin,p,6477,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6477,1624,5,1,95.32,98.03,6.78,91.81 j2p/mushroom,oneR,tbin,p,6477,1624,5,1,98.46,100.00,2.80,96.70 j2p/mushroom,bayes,tbin,p,6476,1625,5,2,95.26,99.59,8.27,90.76 j2p/mushroom,j48,tbin,p,6476,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,5,2,95.26,99.59,8.27,90.76 j2p/mushroom,oneR,tbin,p,6476,1625,5,2,98.46,100.00,2.94,96.88 j2p/mushroom,bayes,tbin,p,6476,1625,5,3,96.43,99.09,5.96,93.73 j2p/mushroom,j48,tbin,p,6476,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,5,3,96.43,99.09,5.96,93.73 j2p/mushroom,oneR,tbin,p,6476,1625,5,3,99.02,100.00,1.93,98.03 j2p/mushroom,bayes,tbin,p,6476,1625,5,4,95.20,99.43,8.03,90.43 j2p/mushroom,j48,tbin,p,6476,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,5,4,95.20,99.43,8.03,90.43 j2p/mushroom,oneR,tbin,p,6476,1625,5,4,98.22,100.00,3.29,96.25 j2p/mushroom,bayes,tbin,p,6499,1602,5,5,95.88,99.29,6.80,91.98 j2p/mushroom,j48,tbin,p,6499,1602,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1602,5,5,95.88,99.29,6.80,91.98 j2p/mushroom,oneR,tbin,p,6499,1602,5,5,98.44,100.00,2.89,96.71 j2p/mushroom,bayes,fayyadIrani,p,6473,1624,1,1,96.43,99.06,5.78,93.50 j2p/mushroom,j48,fayyadIrani,p,6473,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1624,1,1,96.43,99.06,5.78,93.50 j2p/mushroom,oneR,fayyadIrani,p,6473,1624,1,1,98.83,100.00,2.21,97.58 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,1,2,95.63,99.31,7.36,91.63 j2p/mushroom,j48,fayyadIrani,p,6472,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,1,2,95.63,99.31,7.36,91.63 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,1,2,98.40,100.00,3.02,96.70 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,1,3,95.02,98.78,8.10,90.99 j2p/mushroom,j48,fayyadIrani,p,6472,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,1,3,95.02,98.78,8.10,90.99 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,1,3,98.58,100.00,2.71,97.12 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,1,4,95.26,98.70,7.30,90.97 j2p/mushroom,j48,fayyadIrani,p,6472,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,1,4,95.26,98.70,7.30,90.97 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,1,4,98.65,100.00,2.46,97.08 j2p/mushroom,bayes,fayyadIrani,p,6499,1598,1,5,95.18,99.17,8.09,90.96 j2p/mushroom,j48,fayyadIrani,p,6499,1598,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1598,1,5,95.18,99.17,8.09,90.96 j2p/mushroom,oneR,fayyadIrani,p,6499,1598,1,5,98.12,100.00,3.56,96.18 j2p/mushroom,bayes,fayyadIrani,p,6471,1624,2,1,95.63,99.58,7.49,91.29 j2p/mushroom,j48,fayyadIrani,p,6471,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6471,1624,2,1,95.63,99.58,7.49,91.29 j2p/mushroom,oneR,fayyadIrani,p,6471,1624,2,1,98.52,100.00,2.77,96.93 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,2,2,95.51,98.89,7.19,91.65 j2p/mushroom,j48,fayyadIrani,p,6470,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,2,2,95.51,98.89,7.19,91.65 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,2,2,98.40,100.00,2.98,96.66 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,2,3,95.75,99.20,7.20,92.19 j2p/mushroom,j48,fayyadIrani,p,6470,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,2,3,95.75,99.20,7.20,92.19 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,2,3,98.58,100.00,2.73,97.15 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,2,4,95.38,98.48,7.09,91.74 j2p/mushroom,j48,fayyadIrani,p,6470,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,2,4,95.38,98.48,7.09,91.74 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,2,4,98.58,100.00,2.63,97.03 j2p/mushroom,bayes,fayyadIrani,p,6499,1596,2,5,95.55,99.15,7.30,91.49 j2p/mushroom,j48,fayyadIrani,p,6499,1596,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1596,2,5,95.55,99.15,7.30,91.49 j2p/mushroom,oneR,fayyadIrani,p,6499,1596,2,5,98.56,100.00,2.69,96.99 j2p/mushroom,bayes,fayyadIrani,p,6459,1624,3,1,95.38,99.20,7.87,91.48 j2p/mushroom,j48,fayyadIrani,p,6459,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6459,1624,3,1,95.38,99.20,7.87,91.48 j2p/mushroom,oneR,fayyadIrani,p,6459,1624,3,1,98.58,100.00,2.75,97.16 j2p/mushroom,bayes,fayyadIrani,p,6458,1625,3,2,95.08,99.16,8.14,90.56 j2p/mushroom,j48,fayyadIrani,p,6458,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6458,1625,3,2,95.08,99.16,8.14,90.56 j2p/mushroom,oneR,fayyadIrani,p,6458,1625,3,2,98.40,100.00,3.00,96.68 j2p/mushroom,bayes,fayyadIrani,p,6458,1625,3,3,95.63,98.78,6.99,92.16 j2p/mushroom,j48,fayyadIrani,p,6458,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6458,1625,3,3,95.63,98.78,6.99,92.16 j2p/mushroom,oneR,fayyadIrani,p,6458,1625,3,3,99.08,100.00,1.77,98.10 j2p/mushroom,bayes,fayyadIrani,p,6458,1625,3,4,96.43,98.98,5.43,93.01 j2p/mushroom,j48,fayyadIrani,p,6458,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6458,1625,3,4,96.43,98.98,5.43,93.01 j2p/mushroom,oneR,fayyadIrani,p,6458,1625,3,4,98.09,100.00,3.35,95.75 j2p/mushroom,bayes,fayyadIrani,p,6499,1584,3,5,95.45,98.64,7.29,92.11 j2p/mushroom,j48,fayyadIrani,p,6499,1584,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1584,3,5,95.45,98.64,7.29,92.11 j2p/mushroom,oneR,fayyadIrani,p,6499,1584,3,5,98.42,100.00,3.04,96.82 j2p/mushroom,bayes,fayyadIrani,p,6474,1624,4,1,95.14,98.28,7.23,91.09 j2p/mushroom,j48,fayyadIrani,p,6474,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1624,4,1,95.14,98.28,7.23,91.09 j2p/mushroom,oneR,fayyadIrani,p,6474,1624,4,1,98.71,100.00,2.35,97.21 j2p/mushroom,bayes,fayyadIrani,p,6473,1625,4,2,96.06,99.33,6.73,92.64 j2p/mushroom,j48,fayyadIrani,p,6473,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1625,4,2,96.06,99.33,6.73,92.64 j2p/mushroom,oneR,fayyadIrani,p,6473,1625,4,2,98.22,100.00,3.40,96.38 j2p/mushroom,bayes,fayyadIrani,p,6473,1625,4,3,96.31,99.58,6.25,92.57 j2p/mushroom,j48,fayyadIrani,p,6473,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1625,4,3,96.31,99.58,6.25,92.57 j2p/mushroom,oneR,fayyadIrani,p,6473,1625,4,3,98.89,100.00,2.05,97.65 j2p/mushroom,bayes,fayyadIrani,p,6473,1625,4,4,95.38,99.19,7.82,91.44 j2p/mushroom,j48,fayyadIrani,p,6473,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1625,4,4,95.38,99.19,7.82,91.44 j2p/mushroom,oneR,fayyadIrani,p,6473,1625,4,4,98.46,100.00,2.96,96.90 j2p/mushroom,bayes,fayyadIrani,p,6499,1599,4,5,95.18,99.16,8.04,90.91 j2p/mushroom,j48,fayyadIrani,p,6499,1599,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1599,4,5,95.18,99.16,8.04,90.91 j2p/mushroom,oneR,fayyadIrani,p,6499,1599,4,5,98.31,100.00,3.20,96.54 j2p/mushroom,bayes,fayyadIrani,p,6472,1624,5,1,95.07,97.91,7.17,91.53 j2p/mushroom,j48,fayyadIrani,p,6472,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1624,5,1,95.07,97.91,7.17,91.53 j2p/mushroom,oneR,fayyadIrani,p,6472,1624,5,1,98.15,100.00,3.38,96.09 j2p/mushroom,bayes,fayyadIrani,p,6471,1625,5,2,95.45,99.13,7.30,90.99 j2p/mushroom,j48,fayyadIrani,p,6471,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6471,1625,5,2,95.45,99.13,7.30,90.99 j2p/mushroom,oneR,fayyadIrani,p,6471,1625,5,2,98.71,100.00,2.36,97.22 j2p/mushroom,bayes,fayyadIrani,p,6471,1625,5,3,95.51,99.31,7.55,91.36 j2p/mushroom,j48,fayyadIrani,p,6471,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6471,1625,5,3,95.51,99.31,7.55,91.36 j2p/mushroom,oneR,fayyadIrani,p,6471,1625,5,3,98.65,100.00,2.56,97.20 j2p/mushroom,bayes,fayyadIrani,p,6471,1625,5,4,96.43,99.58,6.04,92.82 j2p/mushroom,j48,fayyadIrani,p,6471,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6471,1625,5,4,96.43,99.58,6.04,92.82 j2p/mushroom,oneR,fayyadIrani,p,6471,1625,5,4,98.28,100.00,3.16,96.34 j2p/mushroom,bayes,fayyadIrani,p,6499,1597,5,5,95.30,99.35,8.42,91.58 j2p/mushroom,j48,fayyadIrani,p,6499,1597,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1597,5,5,95.30,99.35,8.42,91.58 j2p/mushroom,oneR,fayyadIrani,p,6499,1597,5,5,98.81,100.00,2.42,97.71 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1842,461,1,1,81.34,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1842,461,1,1,94.79,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1842,461,1,1,87.20,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1842,461,1,1,59.00,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1841,462,1,2,83.33,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1841,462,1,2,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1841,462,1,2,88.74,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1841,462,1,2,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1841,462,1,3,77.06,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1841,462,1,3,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1841,462,1,3,82.03,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1841,462,1,3,61.47,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1841,462,1,4,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1841,462,1,4,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1841,462,1,4,83.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1841,462,1,4,62.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,456,1,5,78.07,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,456,1,5,97.15,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,456,1,5,83.99,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,456,1,5,61.62,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,2,1,77.87,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,2,1,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,2,1,85.03,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,2,1,59.00,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,2,2,81.60,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,2,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,2,2,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,2,2,62.34,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,2,3,79.00,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,2,3,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,2,3,83.77,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,2,3,61.69,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,2,4,81.17,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,2,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,2,4,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,2,4,65.37,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,2,5,80.26,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,2,5,96.31,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,2,5,86.12,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,2,5,64.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,461,3,1,77.66,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,461,3,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,461,3,1,83.95,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,461,3,1,60.09,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,3,2,78.57,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,3,2,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,3,2,84.63,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,3,2,63.42,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,3,3,80.95,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,3,3,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,3,3,86.80,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,3,3,61.47,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,3,4,80.74,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,3,4,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,3,4,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,3,4,65.58,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,459,3,5,81.70,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,459,3,5,97.82,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,459,3,5,85.40,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,459,3,5,62.53,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,4,1,79.18,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,4,1,96.96,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,4,1,83.95,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,4,1,63.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,4,2,79.22,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,4,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,4,2,83.55,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,4,2,58.66,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,4,3,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,4,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,4,3,86.80,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,4,3,61.26,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,4,4,80.30,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,4,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,4,4,84.42,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,4,4,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,4,5,81.13,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,4,5,96.96,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,4,5,84.82,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,4,5,62.47,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,461,5,1,82.00,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,461,5,1,97.61,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,461,5,1,88.07,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,461,5,1,60.74,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,5,2,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,5,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,5,2,83.12,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,5,2,63.42,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,5,3,81.82,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,5,3,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,5,3,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,5,3,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,5,4,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,5,4,97.62,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,5,4,82.90,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,5,4,62.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,5,5,80.52,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,5,5,95.67,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,5,5,87.45,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,5,5,61.26,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,1,1,89.59,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,1,1,81.13,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,1,1,89.59,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,1,1,64.43,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,1,2,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,1,2,82.90,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,1,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,1,2,65.80,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,1,3,90.26,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,1,3,82.68,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,1,3,90.26,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,1,3,63.20,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,1,4,89.61,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,1,4,82.90,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,1,4,89.61,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,1,4,65.37,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,1,5,86.80,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,1,5,82.25,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,1,5,86.80,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,1,5,65.80,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,2,1,86.77,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,2,1,82.00,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,2,1,86.77,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,2,1,62.91,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,2,2,90.26,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,2,2,83.77,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,2,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,2,2,66.45,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,2,3,89.61,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,2,3,80.74,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,2,3,89.61,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,2,3,61.69,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,2,4,89.18,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,2,4,81.60,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,2,4,89.18,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,2,4,64.72,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,2,5,88.50,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,2,5,83.08,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,2,5,88.50,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,2,5,63.99,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,461,3,1,86.55,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,461,3,1,80.04,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,461,3,1,86.55,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,461,3,1,62.47,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1843,462,3,2,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1843,462,3,2,83.55,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1843,462,3,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1843,462,3,2,61.69,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1843,462,3,3,91.99,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1843,462,3,3,85.50,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1843,462,3,3,91.99,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1843,462,3,3,68.83,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1843,462,3,4,87.66,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1843,462,3,4,79.00,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1843,462,3,4,87.66,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1843,462,3,4,60.82,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,458,3,5,90.61,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,458,3,5,83.62,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,458,3,5,90.61,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,458,3,5,67.03,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,461,4,1,88.50,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,461,4,1,82.86,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,461,4,1,88.50,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,461,4,1,66.16,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,4,2,90.91,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,4,2,85.06,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,4,2,90.91,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,4,2,68.18,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,4,3,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,4,3,84.63,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,4,3,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,4,3,62.12,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,4,4,88.31,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,4,4,85.06,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,4,4,88.31,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,4,4,67.10,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,459,4,5,89.76,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,459,4,5,81.26,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,459,4,5,89.76,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,459,4,5,62.09,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,461,5,1,88.29,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,5,1,82.21,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,5,1,88.29,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,5,1,62.47,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,5,2,88.96,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,5,2,81.17,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,5,2,88.96,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,5,2,65.37,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,5,3,86.80,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,5,3,84.42,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,5,3,86.80,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,5,3,65.58,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,5,4,88.31,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,5,4,84.42,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,5,4,88.31,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,5,4,67.10,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,460,5,5,90.00,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,5,5,83.48,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,5,5,90.00,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,5,5,64.78,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1849,461,1,1,90.02,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1849,461,1,1,95.44,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1849,461,1,1,90.02,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1849,461,1,1,51.63,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,1,2,93.07,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,1,2,96.97,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,1,2,93.07,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,1,2,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,1,3,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,1,3,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,1,3,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,1,3,46.97,100.00,4.17,95.83 q2s/segment,bayes,tbin,sky,1848,462,1,4,87.23,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,1,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,1,4,87.23,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,1,4,47.40,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,1,5,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,1,5,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,1,5,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,1,5,45.89,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,2,1,88.94,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,2,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,2,1,88.94,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,2,1,50.76,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,2,2,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,2,2,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,2,2,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,2,2,48.48,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,2,3,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,2,3,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,2,3,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,2,3,48.27,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,2,4,91.77,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,2,4,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,2,4,91.77,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,2,4,51.08,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,2,5,91.09,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,2,5,96.09,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,2,5,91.09,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,2,5,45.65,100.00,5.88,93.88 q2s/segment,bayes,tbin,sky,1849,461,3,1,92.62,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1849,461,3,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1849,461,3,1,92.62,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1849,461,3,1,48.37,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,3,2,90.26,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,3,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,3,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,3,2,45.89,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,3,3,89.83,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,3,3,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,3,3,89.83,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,3,3,50.65,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,3,4,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,3,4,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,3,4,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,3,4,50.22,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,3,5,89.83,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,3,5,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,3,5,89.83,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,3,5,48.48,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,461,4,1,88.07,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,461,4,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,461,4,1,88.07,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,461,4,1,50.11,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,4,2,89.83,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,4,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,4,2,89.83,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,4,2,48.48,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,4,3,91.34,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,4,3,93.51,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,4,3,91.34,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,4,3,47.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,4,4,92.21,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,4,4,96.97,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,4,4,92.21,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,4,4,47.40,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,459,4,5,90.20,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,459,4,5,92.59,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,459,4,5,90.20,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,459,4,5,50.54,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,5,1,90.24,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,5,1,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,5,1,90.24,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,5,1,48.16,100.00,1.92,98.18 q2s/segment,bayes,tbin,sky,1847,462,5,2,91.34,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,5,2,96.75,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,5,2,91.34,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,5,2,51.08,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,5,3,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,5,3,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,5,3,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,5,3,46.97,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,5,4,91.56,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,5,4,93.29,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,5,4,91.56,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,5,4,49.57,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,5,5,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,5,5,93.72,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,5,5,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,5,5,50.22,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,1,1,89.59,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,1,1,96.31,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,1,1,89.59,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,1,1,64.86,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,1,2,92.86,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,1,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,1,2,92.86,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,1,2,67.53,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,1,3,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,1,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,1,3,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,1,3,66.23,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,1,4,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,1,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,1,4,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,1,4,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,1,5,90.67,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,1,5,95.88,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,1,5,90.67,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,1,5,67.68,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,2,1,90.24,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,2,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,2,1,90.24,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,2,1,68.55,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,2,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,2,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,2,64.07,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,3,92.86,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,3,93.72,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,3,92.86,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,3,65.15,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,4,93.72,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,4,93.72,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,4,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,5,90.04,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,5,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,5,90.04,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,5,66.02,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1849,461,3,1,91.76,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1849,461,3,1,93.06,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1849,461,3,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1849,461,3,1,63.56,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,3,2,91.99,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,3,2,93.94,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,3,2,91.99,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,3,2,65.58,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,3,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,3,3,63.64,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,3,4,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,3,4,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,3,4,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,3,4,67.53,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,3,5,93.51,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,3,5,96.54,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,3,5,93.51,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,3,5,68.61,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,4,1,96.53,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,4,1,67.25,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,4,2,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,4,2,93.51,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,4,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,4,2,65.15,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,4,3,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,4,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,4,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,4,3,67.53,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,4,4,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,4,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,4,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,4,4,67.10,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,4,5,93.49,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,4,5,95.66,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,4,5,93.49,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,4,5,63.99,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,5,1,89.59,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,5,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,5,1,89.59,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,5,1,64.21,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,5,2,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,5,2,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,5,2,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,5,2,65.80,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,5,3,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,5,3,95.24,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,5,3,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,5,3,66.45,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,5,4,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,5,4,93.07,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,5,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,5,4,66.23,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,5,5,91.09,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,5,5,95.00,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,5,5,91.09,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,5,5,66.30,100.00,0.00,100.00 /home/donaldb/var/weka/xval.7489 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,70.73,84.21,40.91,64.00 q2s/sonar,j48,cat,Mine,167,41,1,1,75.61,80.00,31.25,80.00 q2s/sonar,nbk,cat,Mine,167,41,1,1,75.61,82.61,33.33,76.00 q2s/sonar,oneR,cat,Mine,167,41,1,1,65.85,72.00,43.75,72.00 q2s/sonar,bayes,cat,Mine,166,42,1,2,59.52,57.14,39.29,42.11 q2s/sonar,j48,cat,Mine,166,42,1,2,69.05,63.64,25.00,73.68 q2s/sonar,nbk,cat,Mine,166,42,1,2,54.76,50.00,41.67,47.37 q2s/sonar,oneR,cat,Mine,166,42,1,2,54.76,50.00,37.50,68.42 q2s/sonar,bayes,cat,Mine,167,41,1,3,63.41,75.00,44.00,52.17 q2s/sonar,j48,cat,Mine,167,41,1,3,75.61,78.26,27.78,78.26 q2s/sonar,nbk,cat,Mine,167,41,1,3,70.73,76.19,35.00,69.57 q2s/sonar,oneR,cat,Mine,167,41,1,3,73.17,77.27,31.58,73.91 q2s/sonar,bayes,cat,Mine,166,42,1,4,69.05,84.62,37.93,50.00 q2s/sonar,j48,cat,Mine,166,42,1,4,66.67,68.18,35.00,68.18 q2s/sonar,nbk,cat,Mine,166,42,1,4,73.81,82.35,32.00,63.64 q2s/sonar,oneR,cat,Mine,166,42,1,4,61.90,60.71,35.71,77.27 q2s/sonar,bayes,cat,Mine,167,41,1,5,80.49,88.89,26.09,72.73 q2s/sonar,j48,cat,Mine,167,41,1,5,65.85,66.67,35.29,72.73 q2s/sonar,nbk,cat,Mine,167,41,1,5,75.61,80.00,28.57,72.73 q2s/sonar,oneR,cat,Mine,167,41,1,5,63.41,65.22,38.89,68.18 q2s/sonar,bayes,cat,Mine,167,41,2,1,65.85,73.33,38.46,52.38 q2s/sonar,j48,cat,Mine,167,41,2,1,82.93,79.17,11.76,90.48 q2s/sonar,nbk,cat,Mine,167,41,2,1,70.73,73.68,31.82,66.67 q2s/sonar,oneR,cat,Mine,167,41,2,1,68.29,65.38,26.67,80.95 q2s/sonar,bayes,cat,Mine,166,42,2,2,71.43,80.00,36.36,66.67 q2s/sonar,j48,cat,Mine,166,42,2,2,59.52,62.07,46.15,75.00 q2s/sonar,nbk,cat,Mine,166,42,2,2,83.33,90.48,23.81,79.17 q2s/sonar,oneR,cat,Mine,166,42,2,2,59.52,61.29,45.45,79.17 q2s/sonar,bayes,cat,Mine,167,41,2,3,63.41,69.23,39.29,45.00 q2s/sonar,j48,cat,Mine,167,41,2,3,73.17,73.68,27.27,70.00 q2s/sonar,nbk,cat,Mine,167,41,2,3,70.73,75.00,32.00,60.00 q2s/sonar,oneR,cat,Mine,167,41,2,3,70.73,75.00,32.00,60.00 q2s/sonar,bayes,cat,Mine,166,42,2,4,73.81,93.33,37.04,58.33 q2s/sonar,j48,cat,Mine,166,42,2,4,73.81,80.95,33.33,70.83 q2s/sonar,nbk,cat,Mine,166,42,2,4,71.43,80.00,36.36,66.67 q2s/sonar,oneR,cat,Mine,166,42,2,4,47.62,53.85,62.50,58.33 q2s/sonar,bayes,cat,Mine,167,41,2,5,63.41,66.67,39.13,57.14 q2s/sonar,j48,cat,Mine,167,41,2,5,82.93,79.17,11.76,90.48 q2s/sonar,nbk,cat,Mine,167,41,2,5,73.17,75.00,28.57,71.43 q2s/sonar,oneR,cat,Mine,167,41,2,5,65.85,68.42,36.36,61.90 q2s/sonar,bayes,cat,Mine,167,41,3,1,68.29,100.00,40.62,40.91 q2s/sonar,j48,cat,Mine,167,41,3,1,82.93,80.00,12.50,90.91 q2s/sonar,nbk,cat,Mine,167,41,3,1,70.73,91.67,37.93,50.00 q2s/sonar,oneR,cat,Mine,167,41,3,1,39.02,44.00,68.75,50.00 q2s/sonar,bayes,cat,Mine,166,42,3,2,59.52,58.33,40.00,36.84 q2s/sonar,j48,cat,Mine,166,42,3,2,66.67,63.16,30.43,63.16 q2s/sonar,nbk,cat,Mine,166,42,3,2,76.19,69.57,15.79,84.21 q2s/sonar,oneR,cat,Mine,166,42,3,2,64.29,57.14,21.43,84.21 q2s/sonar,bayes,cat,Mine,167,41,3,3,75.61,85.71,35.00,72.00 q2s/sonar,j48,cat,Mine,167,41,3,3,85.37,95.24,25.00,80.00 q2s/sonar,nbk,cat,Mine,167,41,3,3,78.05,83.33,29.41,80.00 q2s/sonar,oneR,cat,Mine,167,41,3,3,56.10,65.22,55.56,60.00 q2s/sonar,bayes,cat,Mine,166,42,3,4,64.29,77.78,45.83,56.00 q2s/sonar,j48,cat,Mine,166,42,3,4,66.67,70.37,40.00,76.00 q2s/sonar,nbk,cat,Mine,166,42,3,4,73.81,85.00,36.36,68.00 q2s/sonar,oneR,cat,Mine,166,42,3,4,64.29,69.23,43.75,72.00 q2s/sonar,bayes,cat,Mine,167,41,3,5,75.61,77.78,26.09,70.00 q2s/sonar,j48,cat,Mine,167,41,3,5,78.05,73.91,16.67,85.00 q2s/sonar,nbk,cat,Mine,167,41,3,5,80.49,77.27,15.79,85.00 q2s/sonar,oneR,cat,Mine,167,41,3,5,56.10,53.57,38.46,75.00 q2s/sonar,bayes,cat,Mine,167,41,4,1,60.98,81.25,52.00,50.00 q2s/sonar,j48,cat,Mine,167,41,4,1,70.73,88.89,43.48,61.54 q2s/sonar,nbk,cat,Mine,167,41,4,1,63.41,82.35,50.00,53.85 q2s/sonar,oneR,cat,Mine,167,41,4,1,70.73,76.92,40.00,76.92 q2s/sonar,bayes,cat,Mine,166,42,4,2,59.52,64.29,42.86,42.86 q2s/sonar,j48,cat,Mine,166,42,4,2,73.81,77.78,29.17,66.67 q2s/sonar,nbk,cat,Mine,166,42,4,2,66.67,68.42,34.78,61.90 q2s/sonar,oneR,cat,Mine,166,42,4,2,64.29,62.50,33.33,71.43 q2s/sonar,bayes,cat,Mine,167,41,4,3,85.37,94.74,22.73,78.26 q2s/sonar,j48,cat,Mine,167,41,4,3,80.49,82.61,22.22,82.61 q2s/sonar,nbk,cat,Mine,167,41,4,3,87.80,90.91,15.79,86.96 q2s/sonar,oneR,cat,Mine,167,41,4,3,51.22,58.82,54.17,43.48 q2s/sonar,bayes,cat,Mine,166,42,4,4,59.52,68.75,46.15,47.83 q2s/sonar,j48,cat,Mine,166,42,4,4,66.67,65.52,30.77,82.61 q2s/sonar,nbk,cat,Mine,166,42,4,4,69.05,72.73,35.00,69.57 q2s/sonar,oneR,cat,Mine,166,42,4,4,61.90,66.67,42.86,60.87 q2s/sonar,bayes,cat,Mine,167,41,4,5,65.85,60.00,30.77,52.94 q2s/sonar,j48,cat,Mine,167,41,4,5,75.61,73.33,23.08,64.71 q2s/sonar,nbk,cat,Mine,167,41,4,5,68.29,59.09,21.05,76.47 q2s/sonar,oneR,cat,Mine,167,41,4,5,36.59,34.48,58.33,58.82 q2s/sonar,bayes,cat,Mine,167,41,5,1,56.10,37.50,39.39,18.75 q2s/sonar,j48,cat,Mine,167,41,5,1,68.29,57.14,20.00,75.00 q2s/sonar,nbk,cat,Mine,167,41,5,1,65.85,58.33,31.03,43.75 q2s/sonar,oneR,cat,Mine,167,41,5,1,53.66,40.00,38.46,37.50 q2s/sonar,bayes,cat,Mine,166,42,5,2,71.43,93.75,42.31,57.69 q2s/sonar,j48,cat,Mine,166,42,5,2,66.67,68.75,40.00,84.62 q2s/sonar,nbk,cat,Mine,166,42,5,2,80.95,90.91,30.00,76.92 q2s/sonar,oneR,cat,Mine,166,42,5,2,71.43,76.92,37.50,76.92 q2s/sonar,bayes,cat,Mine,167,41,5,3,70.73,70.83,29.41,77.27 q2s/sonar,j48,cat,Mine,167,41,5,3,80.49,79.17,17.65,86.36 q2s/sonar,nbk,cat,Mine,167,41,5,3,73.17,73.91,27.78,77.27 q2s/sonar,oneR,cat,Mine,167,41,5,3,68.29,65.52,25.00,86.36 q2s/sonar,bayes,cat,Mine,166,42,5,4,78.57,100.00,31.03,59.09 q2s/sonar,j48,cat,Mine,166,42,5,4,57.14,60.00,45.45,54.55 q2s/sonar,nbk,cat,Mine,166,42,5,4,73.81,82.35,32.00,63.64 q2s/sonar,oneR,cat,Mine,166,42,5,4,66.67,70.00,36.36,63.64 q2s/sonar,bayes,cat,Mine,167,41,5,5,70.73,80.95,40.00,68.00 q2s/sonar,j48,cat,Mine,167,41,5,5,73.17,79.17,35.29,76.00 q2s/sonar,nbk,cat,Mine,167,41,5,5,68.29,83.33,43.48,60.00 q2s/sonar,oneR,cat,Mine,167,41,5,5,65.85,72.00,43.75,72.00 q2s/sonar,bayes,disctree,Mine,167,41,1,1,73.17,70.83,23.53,80.95 q2s/sonar,j48,disctree,Mine,167,41,1,1,56.10,57.14,45.00,57.14 q2s/sonar,nbk,disctree,Mine,167,41,1,1,73.17,70.83,23.53,80.95 q2s/sonar,oneR,disctree,Mine,167,41,1,1,73.17,69.23,20.00,85.71 q2s/sonar,bayes,disctree,Mine,166,42,1,2,64.29,80.00,50.00,59.26 q2s/sonar,j48,disctree,Mine,166,42,1,2,61.90,72.00,52.94,66.67 q2s/sonar,nbk,disctree,Mine,166,42,1,2,64.29,80.00,50.00,59.26 q2s/sonar,oneR,disctree,Mine,166,42,1,2,61.90,72.00,52.94,66.67 q2s/sonar,bayes,disctree,Mine,167,41,1,3,75.61,76.92,26.67,83.33 q2s/sonar,j48,disctree,Mine,167,41,1,3,70.73,71.43,30.77,83.33 q2s/sonar,nbk,disctree,Mine,167,41,1,3,75.61,76.92,26.67,83.33 q2s/sonar,oneR,disctree,Mine,167,41,1,3,68.29,72.00,37.50,75.00 q2s/sonar,bayes,disctree,Mine,166,42,1,4,76.19,69.23,12.50,90.00 q2s/sonar,j48,disctree,Mine,166,42,1,4,69.05,66.67,28.57,70.00 q2s/sonar,nbk,disctree,Mine,166,42,1,4,76.19,69.23,12.50,90.00 q2s/sonar,oneR,disctree,Mine,166,42,1,4,69.05,66.67,28.57,70.00 q2s/sonar,bayes,disctree,Mine,167,41,1,5,78.05,73.68,18.18,77.78 q2s/sonar,j48,disctree,Mine,167,41,1,5,60.98,55.56,34.78,55.56 q2s/sonar,nbk,disctree,Mine,167,41,1,5,78.05,73.68,18.18,77.78 q2s/sonar,oneR,disctree,Mine,167,41,1,5,60.98,54.55,31.58,66.67 q2s/sonar,bayes,disctree,Mine,167,41,2,1,82.93,88.00,25.00,84.62 q2s/sonar,j48,disctree,Mine,167,41,2,1,78.05,94.74,36.36,69.23 q2s/sonar,nbk,disctree,Mine,167,41,2,1,82.93,88.00,25.00,84.62 q2s/sonar,oneR,disctree,Mine,167,41,2,1,70.73,100.00,44.44,53.85 q2s/sonar,bayes,disctree,Mine,166,42,2,2,73.81,70.00,22.73,73.68 q2s/sonar,j48,disctree,Mine,166,42,2,2,57.14,52.94,40.00,47.37 q2s/sonar,nbk,disctree,Mine,166,42,2,2,73.81,70.00,22.73,73.68 q2s/sonar,oneR,disctree,Mine,166,42,2,2,69.05,61.54,18.75,84.21 q2s/sonar,bayes,disctree,Mine,167,41,2,3,65.85,59.26,21.43,84.21 q2s/sonar,j48,disctree,Mine,167,41,2,3,63.41,57.69,26.67,78.95 q2s/sonar,nbk,disctree,Mine,167,41,2,3,65.85,59.26,21.43,84.21 q2s/sonar,oneR,disctree,Mine,167,41,2,3,60.98,56.00,31.25,73.68 q2s/sonar,bayes,disctree,Mine,166,42,2,4,66.67,70.83,38.89,70.83 q2s/sonar,j48,disctree,Mine,166,42,2,4,64.29,68.00,41.18,70.83 q2s/sonar,nbk,disctree,Mine,166,42,2,4,66.67,70.83,38.89,70.83 q2s/sonar,oneR,disctree,Mine,166,42,2,4,61.90,66.67,44.44,66.67 q2s/sonar,bayes,disctree,Mine,167,41,2,5,63.41,70.00,42.86,60.87 q2s/sonar,j48,disctree,Mine,167,41,2,5,63.41,70.00,42.86,60.87 q2s/sonar,nbk,disctree,Mine,167,41,2,5,63.41,70.00,42.86,60.87 q2s/sonar,oneR,disctree,Mine,167,41,2,5,60.98,68.42,45.45,56.52 q2s/sonar,bayes,disctree,Mine,167,41,3,1,73.17,70.83,23.53,80.95 q2s/sonar,j48,disctree,Mine,167,41,3,1,63.41,62.50,35.29,71.43 q2s/sonar,nbk,disctree,Mine,167,41,3,1,73.17,70.83,23.53,80.95 q2s/sonar,oneR,disctree,Mine,167,41,3,1,63.41,62.50,35.29,71.43 q2s/sonar,bayes,disctree,Mine,166,42,3,2,80.95,88.24,24.00,71.43 q2s/sonar,j48,disctree,Mine,166,42,3,2,61.90,60.87,36.84,66.67 q2s/sonar,nbk,disctree,Mine,166,42,3,2,80.95,88.24,24.00,71.43 q2s/sonar,oneR,disctree,Mine,166,42,3,2,61.90,60.87,36.84,66.67 q2s/sonar,bayes,disctree,Mine,167,41,3,3,75.61,75.00,23.81,75.00 q2s/sonar,j48,disctree,Mine,167,41,3,3,68.29,68.42,31.82,65.00 q2s/sonar,nbk,disctree,Mine,167,41,3,3,75.61,75.00,23.81,75.00 q2s/sonar,oneR,disctree,Mine,167,41,3,3,68.29,68.42,31.82,65.00 q2s/sonar,bayes,disctree,Mine,166,42,3,4,66.67,76.00,47.06,70.37 q2s/sonar,j48,disctree,Mine,166,42,3,4,61.90,73.91,52.63,62.96 q2s/sonar,nbk,disctree,Mine,166,42,3,4,66.67,76.00,47.06,70.37 q2s/sonar,oneR,disctree,Mine,166,42,3,4,61.90,76.19,52.38,59.26 q2s/sonar,bayes,disctree,Mine,167,41,3,5,68.29,65.38,26.67,80.95 q2s/sonar,j48,disctree,Mine,167,41,3,5,58.54,60.00,42.86,57.14 q2s/sonar,nbk,disctree,Mine,167,41,3,5,68.29,65.38,26.67,80.95 q2s/sonar,oneR,disctree,Mine,167,41,3,5,58.54,60.00,42.86,57.14 q2s/sonar,bayes,disctree,Mine,167,41,4,1,75.61,73.08,20.00,86.36 q2s/sonar,j48,disctree,Mine,167,41,4,1,65.85,68.18,36.84,68.18 q2s/sonar,nbk,disctree,Mine,167,41,4,1,75.61,73.08,20.00,86.36 q2s/sonar,oneR,disctree,Mine,167,41,4,1,70.73,67.86,23.08,86.36 q2s/sonar,bayes,disctree,Mine,166,42,4,2,73.81,66.67,16.67,84.21 q2s/sonar,j48,disctree,Mine,166,42,4,2,71.43,70.59,28.00,63.16 q2s/sonar,nbk,disctree,Mine,166,42,4,2,73.81,66.67,16.67,84.21 q2s/sonar,oneR,disctree,Mine,166,42,4,2,71.43,70.59,28.00,63.16 q2s/sonar,bayes,disctree,Mine,167,41,4,3,65.85,57.69,20.00,83.33 q2s/sonar,j48,disctree,Mine,167,41,4,3,65.85,57.14,15.38,88.89 q2s/sonar,nbk,disctree,Mine,167,41,4,3,65.85,57.69,20.00,83.33 q2s/sonar,oneR,disctree,Mine,167,41,4,3,65.85,57.14,15.38,88.89 q2s/sonar,bayes,disctree,Mine,166,42,4,4,71.43,85.71,42.86,66.67 q2s/sonar,j48,disctree,Mine,166,42,4,4,71.43,82.61,42.11,70.37 q2s/sonar,nbk,disctree,Mine,166,42,4,4,71.43,85.71,42.86,66.67 q2s/sonar,oneR,disctree,Mine,166,42,4,4,61.90,72.00,52.94,66.67 q2s/sonar,bayes,disctree,Mine,167,41,4,5,73.17,85.00,38.10,68.00 q2s/sonar,j48,disctree,Mine,167,41,4,5,63.41,77.78,47.83,56.00 q2s/sonar,nbk,disctree,Mine,167,41,4,5,73.17,85.00,38.10,68.00 q2s/sonar,oneR,disctree,Mine,167,41,4,5,58.54,78.57,51.85,44.00 q2s/sonar,bayes,disctree,Mine,167,41,5,1,56.10,53.33,36.36,80.00 q2s/sonar,j48,disctree,Mine,167,41,5,1,63.41,60.87,33.33,70.00 q2s/sonar,nbk,disctree,Mine,167,41,5,1,56.10,53.33,36.36,80.00 q2s/sonar,oneR,disctree,Mine,167,41,5,1,60.98,59.09,36.84,65.00 q2s/sonar,bayes,disctree,Mine,166,42,5,2,73.81,77.27,30.00,73.91 q2s/sonar,j48,disctree,Mine,166,42,5,2,69.05,70.83,33.33,73.91 q2s/sonar,nbk,disctree,Mine,166,42,5,2,73.81,77.27,30.00,73.91 q2s/sonar,oneR,disctree,Mine,166,42,5,2,69.05,70.83,33.33,73.91 q2s/sonar,bayes,disctree,Mine,167,41,5,3,80.49,69.57,5.56,94.12 q2s/sonar,j48,disctree,Mine,167,41,5,3,63.41,54.55,26.32,70.59 q2s/sonar,nbk,disctree,Mine,167,41,5,3,80.49,69.57,5.56,94.12 q2s/sonar,oneR,disctree,Mine,167,41,5,3,63.41,54.55,26.32,70.59 q2s/sonar,bayes,disctree,Mine,166,42,5,4,80.95,85.71,23.81,78.26 q2s/sonar,j48,disctree,Mine,166,42,5,4,73.81,73.08,25.00,82.61 q2s/sonar,nbk,disctree,Mine,166,42,5,4,80.95,85.71,23.81,78.26 q2s/sonar,oneR,disctree,Mine,166,42,5,4,71.43,70.37,26.67,82.61 q2s/sonar,bayes,disctree,Mine,167,41,5,5,78.05,90.91,36.84,74.07 q2s/sonar,j48,disctree,Mine,167,41,5,5,58.54,85.71,55.56,44.44 q2s/sonar,nbk,disctree,Mine,167,41,5,5,78.05,90.91,36.84,74.07 q2s/sonar,oneR,disctree,Mine,167,41,5,5,56.10,84.62,57.14,40.74 q2s/sonar,bayes,tbin,Mine,167,41,1,1,75.61,81.82,31.58,75.00 q2s/sonar,j48,tbin,Mine,167,41,1,1,68.29,72.00,37.50,75.00 q2s/sonar,nbk,tbin,Mine,167,41,1,1,75.61,81.82,31.58,75.00 q2s/sonar,oneR,tbin,Mine,167,41,1,1,65.85,69.23,40.00,75.00 q2s/sonar,bayes,tbin,Mine,166,42,1,2,78.57,85.71,28.57,75.00 q2s/sonar,j48,tbin,Mine,166,42,1,2,71.43,83.33,37.50,62.50 q2s/sonar,nbk,tbin,Mine,166,42,1,2,78.57,85.71,28.57,75.00 q2s/sonar,oneR,tbin,Mine,166,42,1,2,76.19,88.89,33.33,66.67 q2s/sonar,bayes,tbin,Mine,167,41,1,3,75.61,69.23,13.33,90.00 q2s/sonar,j48,tbin,Mine,167,41,1,3,70.73,64.29,15.38,90.00 q2s/sonar,nbk,tbin,Mine,167,41,1,3,75.61,69.23,13.33,90.00 q2s/sonar,oneR,tbin,Mine,167,41,1,3,68.29,65.22,27.78,75.00 q2s/sonar,bayes,tbin,Mine,166,42,1,4,73.81,82.61,36.84,73.08 q2s/sonar,j48,tbin,Mine,166,42,1,4,69.05,76.00,41.18,73.08 q2s/sonar,nbk,tbin,Mine,166,42,1,4,73.81,82.61,36.84,73.08 q2s/sonar,oneR,tbin,Mine,166,42,1,4,73.81,75.86,30.77,84.62 q2s/sonar,bayes,tbin,Mine,167,41,1,5,80.49,71.43,10.00,88.24 q2s/sonar,j48,tbin,Mine,167,41,1,5,70.73,59.26,7.14,94.12 q2s/sonar,nbk,tbin,Mine,167,41,1,5,80.49,71.43,10.00,88.24 q2s/sonar,oneR,tbin,Mine,167,41,1,5,70.73,60.87,16.67,82.35 q2s/sonar,bayes,tbin,Mine,167,41,2,1,70.73,80.00,38.10,66.67 q2s/sonar,j48,tbin,Mine,167,41,2,1,73.17,76.00,31.25,79.17 q2s/sonar,nbk,tbin,Mine,167,41,2,1,70.73,80.00,38.10,66.67 q2s/sonar,oneR,tbin,Mine,167,41,2,1,73.17,76.00,31.25,79.17 q2s/sonar,bayes,tbin,Mine,166,42,2,2,83.33,86.96,21.05,83.33 q2s/sonar,j48,tbin,Mine,166,42,2,2,54.76,64.71,52.00,45.83 q2s/sonar,nbk,tbin,Mine,166,42,2,2,83.33,86.96,21.05,83.33 q2s/sonar,oneR,tbin,Mine,166,42,2,2,64.29,73.68,43.48,58.33 q2s/sonar,bayes,tbin,Mine,167,41,2,3,78.05,82.61,27.78,79.17 q2s/sonar,j48,tbin,Mine,167,41,2,3,60.98,75.00,48.00,50.00 q2s/sonar,nbk,tbin,Mine,167,41,2,3,78.05,82.61,27.78,79.17 q2s/sonar,oneR,tbin,Mine,167,41,2,3,68.29,73.91,38.89,70.83 q2s/sonar,bayes,tbin,Mine,166,42,2,4,73.81,65.38,12.50,89.47 q2s/sonar,j48,tbin,Mine,166,42,2,4,61.90,54.84,18.18,89.47 q2s/sonar,nbk,tbin,Mine,166,42,2,4,73.81,65.38,12.50,89.47 q2s/sonar,oneR,tbin,Mine,166,42,2,4,69.05,61.54,18.75,84.21 q2s/sonar,bayes,tbin,Mine,167,41,2,5,75.61,71.43,20.00,78.95 q2s/sonar,j48,tbin,Mine,167,41,2,5,78.05,69.23,6.67,94.74 q2s/sonar,nbk,tbin,Mine,167,41,2,5,75.61,71.43,20.00,78.95 q2s/sonar,oneR,tbin,Mine,167,41,2,5,78.05,75.00,19.05,78.95 q2s/sonar,bayes,tbin,Mine,167,41,3,1,73.17,62.50,11.76,88.24 q2s/sonar,j48,tbin,Mine,167,41,3,1,65.85,57.14,25.00,70.59 q2s/sonar,nbk,tbin,Mine,167,41,3,1,73.17,62.50,11.76,88.24 q2s/sonar,oneR,tbin,Mine,167,41,3,1,58.54,50.00,31.58,64.71 q2s/sonar,bayes,tbin,Mine,166,42,3,2,80.95,79.31,15.38,92.00 q2s/sonar,j48,tbin,Mine,166,42,3,2,66.67,73.91,42.11,68.00 q2s/sonar,nbk,tbin,Mine,166,42,3,2,80.95,79.31,15.38,92.00 q2s/sonar,oneR,tbin,Mine,166,42,3,2,76.19,75.86,23.08,88.00 q2s/sonar,bayes,tbin,Mine,167,41,3,3,82.93,91.67,29.41,81.48 q2s/sonar,j48,tbin,Mine,167,41,3,3,68.29,81.82,47.37,66.67 q2s/sonar,nbk,tbin,Mine,167,41,3,3,82.93,91.67,29.41,81.48 q2s/sonar,oneR,tbin,Mine,167,41,3,3,70.73,82.61,44.44,70.37 q2s/sonar,bayes,tbin,Mine,166,42,3,4,61.90,56.25,34.62,50.00 q2s/sonar,j48,tbin,Mine,166,42,3,4,76.19,68.18,15.00,83.33 q2s/sonar,nbk,tbin,Mine,166,42,3,4,61.90,56.25,34.62,50.00 q2s/sonar,oneR,tbin,Mine,166,42,3,4,69.05,61.90,23.81,72.22 q2s/sonar,bayes,tbin,Mine,167,41,3,5,80.49,83.33,23.53,83.33 q2s/sonar,j48,tbin,Mine,167,41,3,5,75.61,85.00,33.33,70.83 q2s/sonar,nbk,tbin,Mine,167,41,3,5,80.49,83.33,23.53,83.33 q2s/sonar,oneR,tbin,Mine,167,41,3,5,75.61,76.92,26.67,83.33 q2s/sonar,bayes,tbin,Mine,167,41,4,1,78.05,75.00,19.05,78.95 q2s/sonar,j48,tbin,Mine,167,41,4,1,68.29,65.00,28.57,68.42 q2s/sonar,nbk,tbin,Mine,167,41,4,1,78.05,75.00,19.05,78.95 q2s/sonar,oneR,tbin,Mine,167,41,4,1,75.61,73.68,22.73,73.68 q2s/sonar,bayes,tbin,Mine,166,42,4,2,61.90,75.00,46.15,50.00 q2s/sonar,j48,tbin,Mine,166,42,4,2,78.57,82.61,26.32,79.17 q2s/sonar,nbk,tbin,Mine,166,42,4,2,61.90,75.00,46.15,50.00 q2s/sonar,oneR,tbin,Mine,166,42,4,2,69.05,73.91,36.84,70.83 q2s/sonar,bayes,tbin,Mine,167,41,4,3,78.05,75.86,16.67,91.67 q2s/sonar,j48,tbin,Mine,167,41,4,3,65.85,70.83,41.18,70.83 q2s/sonar,nbk,tbin,Mine,167,41,4,3,78.05,75.86,16.67,91.67 q2s/sonar,oneR,tbin,Mine,167,41,4,3,73.17,74.07,28.57,83.33 q2s/sonar,bayes,tbin,Mine,166,42,4,4,71.43,72.00,29.41,78.26 q2s/sonar,j48,tbin,Mine,166,42,4,4,66.67,71.43,38.10,65.22 q2s/sonar,nbk,tbin,Mine,166,42,4,4,71.43,72.00,29.41,78.26 q2s/sonar,oneR,tbin,Mine,166,42,4,4,71.43,72.00,29.41,78.26 q2s/sonar,bayes,tbin,Mine,167,41,4,5,78.05,76.19,20.00,80.00 q2s/sonar,j48,tbin,Mine,167,41,4,5,60.98,57.69,33.33,75.00 q2s/sonar,nbk,tbin,Mine,167,41,4,5,78.05,76.19,20.00,80.00 q2s/sonar,oneR,tbin,Mine,167,41,4,5,68.29,64.00,25.00,80.00 q2s/sonar,bayes,tbin,Mine,167,41,5,1,73.17,77.27,31.58,73.91 q2s/sonar,j48,tbin,Mine,167,41,5,1,63.41,64.29,38.46,78.26 q2s/sonar,nbk,tbin,Mine,167,41,5,1,73.17,77.27,31.58,73.91 q2s/sonar,oneR,tbin,Mine,167,41,5,1,65.85,68.00,37.50,73.91 q2s/sonar,bayes,tbin,Mine,166,42,5,2,78.57,80.95,23.81,77.27 q2s/sonar,j48,tbin,Mine,166,42,5,2,71.43,70.83,27.78,77.27 q2s/sonar,nbk,tbin,Mine,166,42,5,2,78.57,80.95,23.81,77.27 q2s/sonar,oneR,tbin,Mine,166,42,5,2,71.43,72.73,30.00,72.73 q2s/sonar,bayes,tbin,Mine,167,41,5,3,85.37,84.00,12.50,91.30 q2s/sonar,j48,tbin,Mine,167,41,5,3,65.85,68.00,37.50,73.91 q2s/sonar,nbk,tbin,Mine,167,41,5,3,85.37,84.00,12.50,91.30 q2s/sonar,oneR,tbin,Mine,167,41,5,3,75.61,76.00,25.00,82.61 q2s/sonar,bayes,tbin,Mine,166,42,5,4,76.19,76.00,23.53,82.61 q2s/sonar,j48,tbin,Mine,166,42,5,4,61.90,66.67,42.86,60.87 q2s/sonar,nbk,tbin,Mine,166,42,5,4,76.19,76.00,23.53,82.61 q2s/sonar,oneR,tbin,Mine,166,42,5,4,66.67,65.52,30.77,82.61 q2s/sonar,bayes,tbin,Mine,167,41,5,5,75.61,69.57,16.67,84.21 q2s/sonar,j48,tbin,Mine,167,41,5,5,70.73,70.59,29.17,63.16 q2s/sonar,nbk,tbin,Mine,167,41,5,5,75.61,69.57,16.67,84.21 q2s/sonar,oneR,tbin,Mine,167,41,5,5,75.61,69.57,16.67,84.21 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,78.05,78.26,22.22,81.82 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,70.73,75.00,33.33,68.18 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,78.05,78.26,22.22,81.82 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,65.85,66.67,35.29,72.73 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,90.48,88.89,6.67,96.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,76.19,82.61,31.58,76.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,90.48,88.89,6.67,96.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,73.81,76.92,31.25,80.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,92.68,92.00,6.25,95.83 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,80.49,86.36,26.32,79.17 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,92.68,92.00,6.25,95.83 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,68.29,82.35,41.67,58.33 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,88.10,86.36,10.00,90.48 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,73.81,70.83,22.22,80.95 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,88.10,86.36,10.00,90.48 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,80.95,76.00,11.76,90.48 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,82.93,80.00,14.29,84.21 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,82.93,80.00,14.29,84.21 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,82.93,80.00,14.29,84.21 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,80.49,76.19,15.00,84.21 q2s/sonar,bayes,fayyadIrani,Mine,166,41,2,1,90.24,91.67,11.76,91.67 q2s/sonar,j48,fayyadIrani,Mine,166,41,2,1,82.93,94.74,27.27,75.00 q2s/sonar,nbk,fayyadIrani,Mine,166,41,2,1,90.24,91.67,11.76,91.67 q2s/sonar,oneR,fayyadIrani,Mine,166,41,2,1,80.49,80.77,20.00,87.50 q2s/sonar,bayes,fayyadIrani,Mine,165,42,2,2,83.33,77.42,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,165,42,2,2,78.57,74.19,9.09,95.83 q2s/sonar,nbk,fayyadIrani,Mine,165,42,2,2,83.33,77.42,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,165,42,2,2,78.57,75.86,15.38,91.67 q2s/sonar,bayes,fayyadIrani,Mine,166,41,2,3,80.49,75.00,11.76,90.00 q2s/sonar,j48,fayyadIrani,Mine,166,41,2,3,75.61,77.78,26.09,70.00 q2s/sonar,nbk,fayyadIrani,Mine,166,41,2,3,80.49,75.00,11.76,90.00 q2s/sonar,oneR,fayyadIrani,Mine,166,41,2,3,70.73,68.18,26.32,75.00 q2s/sonar,bayes,fayyadIrani,Mine,165,42,2,4,78.57,88.24,28.00,68.18 q2s/sonar,j48,fayyadIrani,Mine,165,42,2,4,64.29,70.59,40.00,54.55 q2s/sonar,nbk,fayyadIrani,Mine,165,42,2,4,78.57,88.24,28.00,68.18 q2s/sonar,oneR,fayyadIrani,Mine,165,42,2,4,69.05,73.68,34.78,63.64 q2s/sonar,bayes,fayyadIrani,Mine,166,41,2,5,87.80,90.00,14.29,85.71 q2s/sonar,j48,fayyadIrani,Mine,166,41,2,5,75.61,78.95,27.27,71.43 q2s/sonar,nbk,fayyadIrani,Mine,166,41,2,5,87.80,90.00,14.29,85.71 q2s/sonar,oneR,fayyadIrani,Mine,166,41,2,5,80.49,76.00,12.50,90.48 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,85.37,100.00,37.50,80.65 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,70.73,95.24,55.00,64.52 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,85.37,100.00,37.50,80.65 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,78.05,95.83,47.06,74.19 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,92.86,88.46,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,85.71,90.48,19.05,82.61 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,92.86,88.46,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,85.71,86.96,15.79,86.96 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,85.37,85.00,14.29,85.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,80.49,87.50,24.00,70.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,85.37,85.00,14.29,85.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,75.61,72.73,21.05,80.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,80.95,78.26,15.79,85.71 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,90.48,84.00,0.00,100.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,80.95,78.26,15.79,85.71 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,80.95,78.26,15.79,85.71 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,70.73,58.33,11.76,87.50 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,68.29,55.56,7.14,93.75 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,70.73,58.33,11.76,87.50 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,58.54,48.28,16.67,87.50 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,75.61,70.83,17.65,85.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,85.37,85.00,14.29,85.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,75.61,70.83,17.65,85.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,68.29,65.22,27.78,75.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,80.95,85.19,26.67,85.19 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,69.05,79.17,44.44,70.37 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,80.95,85.19,26.67,85.19 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,69.05,76.92,43.75,74.07 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,92.68,95.45,10.53,91.30 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,80.49,89.47,27.27,73.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,92.68,95.45,10.53,91.30 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,80.49,82.61,22.22,82.61 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,90.48,84.62,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,85.71,80.77,6.25,95.45 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,90.48,84.62,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,80.95,75.00,7.14,95.45 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,85.37,88.24,16.67,78.95 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,87.80,85.00,9.52,89.47 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,85.37,88.24,16.67,78.95 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,82.93,80.00,14.29,84.21 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,85.37,80.77,6.67,95.45 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,85.37,86.36,15.79,86.36 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,85.37,80.77,6.67,95.45 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,73.17,73.91,27.78,77.27 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,88.10,86.36,10.00,90.48 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,76.19,78.95,26.09,71.43 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,88.10,86.36,10.00,90.48 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,85.71,80.00,5.88,95.24 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,87.80,83.33,8.70,88.24 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,78.05,68.18,10.53,88.24 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,87.80,83.33,8.70,88.24 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,82.93,72.73,5.26,94.12 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,85.71,85.19,13.33,92.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,80.95,81.48,20.00,88.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,85.71,85.19,13.33,92.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,71.43,72.41,30.77,84.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,78.05,86.36,31.58,76.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,75.61,89.47,36.36,68.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,78.05,86.36,31.58,76.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,65.85,76.19,45.00,64.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,547,136,1,1,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,1,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,1,41.91,0.00,75.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,2,32.85,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,3,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,3,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,3,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,4,35.77,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,5,38.97,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,1,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,1,87.50,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,1,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,1,36.03,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,2,86.86,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,2,34.31,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,3,39.71,0.00,83.33,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,4,89.05,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,4,89.05,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,4,40.15,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,5,41.18,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,1,32.35,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,2,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,2,35.77,45.45,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,3,86.76,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,3,38.24,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,4,45.99,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,5,39.71,0.00,60.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,1,34.56,0.00,83.33,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,2,93.43,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,2,35.04,25.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,3,47.79,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,4,39.42,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,5,86.03,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,5,33.82,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,1,86.03,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,1,35.29,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,2,37.23,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,3,40.44,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,4,89.78,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,4,89.78,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,4,36.50,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,5,38.24,0.00,80.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,2,36.50,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,3,95.59,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 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q2s/soybean,j48,tbin,charcoal-rot,547,136,3,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,5,44.85,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,136,4,1,95.59,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,136,4,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,136,4,1,95.59,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,136,4,1,41.18,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,545,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,545,137,4,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,545,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,545,137,4,2,35.77,33.33,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,546,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,136,4,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,136,4,3,32.35,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,545,137,4,4,95.62,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,545,137,4,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,545,137,4,4,95.62,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,545,137,4,4,37.96,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,136,4,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,136,4,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,136,4,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,136,4,5,39.71,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,1,33.09,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,2,95.62,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,2,95.62,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,2,44.53,0.00,50.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,3,90.44,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,3,86.76,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,3,90.44,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,3,38.24,0.00,62.50,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,4,35.77,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,5,91.18,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,5,41.18,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,1,35.29,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,2,94.16,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,2,33.58,0.00,85.71,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,3,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,3,94.12,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,3,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,3,41.18,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,5,88.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,5,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,5,88.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,5,35.29,18.18,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,136,2,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,136,2,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,136,2,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,136,2,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,544,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,544,137,2,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,544,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,544,137,2,2,39.42,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,136,2,3,30.15,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,544,137,2,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,544,137,2,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,544,137,2,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,544,137,2,4,39.42,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,135,2,5,92.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,135,2,5,87.41,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,135,2,5,92.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,135,2,5,40.74,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,1,95.59,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,1,35.29,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,2,86.13,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,2,36.50,22.22,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,3,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,3,95.59,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,3,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,3,40.44,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,4,82.48,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,4,38.69,0.00,71.43,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,5,38.24,0.00,57.14,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,1,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,1,41.18,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,4,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,4,2,86.13,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,4,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,4,2,41.61,0.00,62.50,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,3,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,3,34.56,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,4,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,4,4,34.31,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,5,37.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,1,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,1,37.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,2,31.39,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,3,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,3,96.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,3,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,3,38.24,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,4,93.43,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,4,45.26,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,5,89.71,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,5,89.71,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,5,30.15,0.00,100.00,0.00 /home/donaldb/var/weka/xval.17873 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2550,637,1,1,95.29,97.10,1.85,97.81 q2s/splice,j48,cat,IE,2550,637,1,1,94.35,96.38,1.90,97.79 q2s/splice,nbk,cat,IE,2550,637,1,1,95.29,97.10,1.85,97.81 q2s/splice,oneR,cat,IE,2550,637,1,1,26.53,100.00,45.10,0.72 q2s/splice,bayes,cat,IE,2549,638,1,2,95.30,98.64,1.94,97.97 q2s/splice,j48,cat,IE,2549,638,1,2,94.36,99.31,5.45,94.12 q2s/splice,nbk,cat,IE,2549,638,1,2,95.30,98.64,1.94,97.97 q2s/splice,oneR,cat,IE,2549,638,1,2,25.71,100.00,48.73,1.92 q2s/splice,bayes,cat,IE,2549,638,1,3,95.92,96.99,2.10,98.17 q2s/splice,j48,cat,IE,2549,638,1,3,93.26,97.44,7.74,92.68 q2s/splice,nbk,cat,IE,2549,638,1,3,95.92,96.99,2.10,98.17 q2s/splice,oneR,cat,IE,2549,638,1,3,23.98,100.00,52.38,1.79 q2s/splice,bayes,cat,IE,2549,638,1,4,95.61,98.68,2.26,98.04 q2s/splice,j48,cat,IE,2549,638,1,4,94.04,99.33,5.04,95.51 q2s/splice,nbk,cat,IE,2549,638,1,4,95.61,98.68,2.26,98.04 q2s/splice,oneR,cat,IE,2549,638,1,4,21.16,0.00,54.55,0.00 q2s/splice,bayes,cat,IE,2551,636,1,5,95.44,95.83,0.70,99.28 q2s/splice,j48,cat,IE,2551,636,1,5,92.92,98.37,9.20,88.97 q2s/splice,nbk,cat,IE,2551,636,1,5,95.44,95.83,0.70,99.28 q2s/splice,oneR,cat,IE,2551,636,1,5,24.21,100.00,48.11,2.10 q2s/splice,bayes,cat,IE,2551,637,2,1,94.98,94.90,2.72,97.39 q2s/splice,j48,cat,IE,2551,637,2,1,92.78,96.03,5.16,94.77 q2s/splice,nbk,cat,IE,2551,637,2,1,94.98,94.90,2.72,97.39 q2s/splice,oneR,cat,IE,2551,637,2,1,24.33,100.00,50.32,1.27 q2s/splice,bayes,cat,IE,2550,638,2,2,95.61,96.34,0.00,100.00 q2s/splice,j48,cat,IE,2550,638,2,2,91.69,99.29,10.61,88.05 q2s/splice,nbk,cat,IE,2550,638,2,2,95.61,96.34,0.00,100.00 q2s/splice,oneR,cat,IE,2550,638,2,2,25.71,100.00,49.85,0.61 q2s/splice,bayes,cat,IE,2550,638,2,3,96.71,98.00,1.49,98.66 q2s/splice,j48,cat,IE,2550,638,2,3,95.61,99.32,4.96,95.39 q2s/splice,nbk,cat,IE,2550,638,2,3,96.71,98.00,1.49,98.66 q2s/splice,oneR,cat,IE,2550,638,2,3,21.79,100.00,52.60,1.30 q2s/splice,bayes,cat,IE,2550,638,2,4,97.18,100.00,0.65,99.21 q2s/splice,j48,cat,IE,2550,638,2,4,94.36,99.12,3.77,94.92 q2s/splice,nbk,cat,IE,2550,638,2,4,97.18,100.00,0.65,99.21 q2s/splice,oneR,cat,IE,2550,638,2,4,24.76,100.00,45.45,1.52 q2s/splice,bayes,cat,IE,2551,637,2,5,92.94,96.73,4.05,96.10 q2s/splice,j48,cat,IE,2551,637,2,5,93.56,99.32,7.36,92.41 q2s/splice,nbk,cat,IE,2551,637,2,5,92.94,96.73,4.05,96.10 q2s/splice,oneR,cat,IE,2551,637,2,5,25.43,100.00,49.84,3.11 q2s/splice,bayes,cat,IE,2550,637,3,1,96.23,96.45,0.69,99.39 q2s/splice,j48,cat,IE,2550,637,3,1,92.94,96.23,3.40,96.84 q2s/splice,nbk,cat,IE,2550,637,3,1,96.23,96.45,0.69,99.39 q2s/splice,oneR,cat,IE,2550,637,3,1,24.49,100.00,51.90,2.38 q2s/splice,bayes,cat,IE,2549,638,3,2,95.61,96.86,2.70,97.47 q2s/splice,j48,cat,IE,2549,638,3,2,94.36,99.32,6.17,93.63 q2s/splice,nbk,cat,IE,2549,638,3,2,95.61,96.86,2.70,97.47 q2s/splice,oneR,cat,IE,2549,638,3,2,24.92,100.00,50.48,1.85 q2s/splice,bayes,cat,IE,2549,638,3,3,94.83,96.50,1.35,98.57 q2s/splice,j48,cat,IE,2549,638,3,3,92.95,95.21,5.19,94.56 q2s/splice,nbk,cat,IE,2549,638,3,3,94.83,96.50,1.35,98.57 q2s/splice,oneR,cat,IE,2549,638,3,3,24.76,100.00,48.52,0.67 q2s/splice,bayes,cat,IE,2549,638,3,4,95.14,97.69,2.76,96.95 q2s/splice,j48,cat,IE,2549,638,3,4,94.20,96.95,4.00,95.49 q2s/splice,nbk,cat,IE,2549,638,3,4,95.14,97.69,2.76,96.95 q2s/splice,oneR,cat,IE,2549,638,3,4,23.35,0.00,47.54,0.00 q2s/splice,bayes,cat,IE,2551,636,3,5,95.60,96.73,2.07,98.01 q2s/splice,j48,cat,IE,2551,636,3,5,92.92,98.58,5.37,94.56 q2s/splice,nbk,cat,IE,2551,636,3,5,95.60,96.73,2.07,98.01 q2s/splice,oneR,cat,IE,2551,636,3,5,24.06,100.00,50.17,1.30 q2s/splice,bayes,cat,IE,2544,637,4,1,94.98,95.71,2.65,97.10 q2s/splice,j48,cat,IE,2544,637,4,1,93.09,97.78,3.31,96.35 q2s/splice,nbk,cat,IE,2544,637,4,1,94.98,95.71,2.65,97.10 q2s/splice,oneR,cat,IE,2544,637,4,1,24.80,100.00,47.32,0.70 q2s/splice,bayes,cat,IE,2543,638,4,2,94.04,97.26,1.89,97.93 q2s/splice,j48,cat,IE,2543,638,4,2,92.79,97.16,5.99,93.20 q2s/splice,nbk,cat,IE,2543,638,4,2,94.04,97.26,1.89,97.93 q2s/splice,oneR,cat,IE,2543,638,4,2,26.80,100.00,46.67,2.00 q2s/splice,bayes,cat,IE,2543,638,4,3,95.77,97.20,1.69,98.58 q2s/splice,j48,cat,IE,2543,638,4,3,94.04,99.25,6.87,93.62 q2s/splice,nbk,cat,IE,2543,638,4,3,95.77,97.20,1.69,98.58 q2s/splice,oneR,cat,IE,2543,638,4,3,19.91,100.00,53.53,1.37 q2s/splice,bayes,cat,IE,2543,638,4,4,95.45,97.44,2.72,97.44 q2s/splice,j48,cat,IE,2543,638,4,4,94.51,96.75,5.37,94.90 q2s/splice,nbk,cat,IE,2543,638,4,4,95.45,97.44,2.72,97.44 q2s/splice,oneR,cat,IE,2543,638,4,4,24.14,100.00,51.45,1.84 q2s/splice,bayes,cat,IE,2551,630,4,5,96.51,97.52,0.64,99.37 q2s/splice,j48,cat,IE,2551,630,4,5,95.87,98.74,2.44,97.52 q2s/splice,nbk,cat,IE,2551,630,4,5,96.51,97.52,0.64,99.37 q2s/splice,oneR,cat,IE,2551,630,4,5,25.87,100.00,50.00,0.61 q2s/splice,bayes,cat,IE,2546,637,5,1,94.98,97.93,1.95,97.93 q2s/splice,j48,cat,IE,2546,637,5,1,94.03,99.28,6.75,92.62 q2s/splice,nbk,cat,IE,2546,637,5,1,94.98,97.93,1.95,97.93 q2s/splice,oneR,cat,IE,2546,637,5,1,24.96,100.00,48.52,1.33 q2s/splice,bayes,cat,IE,2545,638,5,2,94.83,98.63,4.93,95.36 q2s/splice,j48,cat,IE,2545,638,5,2,93.89,98.62,4.17,95.97 q2s/splice,nbk,cat,IE,2545,638,5,2,94.83,98.63,4.93,95.36 q2s/splice,oneR,cat,IE,2545,638,5,2,22.88,100.00,51.85,1.91 q2s/splice,bayes,cat,IE,2545,638,5,3,96.39,95.21,1.20,98.58 q2s/splice,j48,cat,IE,2545,638,5,3,95.61,98.56,1.71,97.86 q2s/splice,nbk,cat,IE,2545,638,5,3,96.39,95.21,1.20,98.58 q2s/splice,oneR,cat,IE,2545,638,5,3,27.74,100.00,44.65,0.70 q2s/splice,bayes,cat,IE,2545,638,5,4,95.14,96.82,2.76,97.44 q2s/splice,j48,cat,IE,2545,638,5,4,94.04,96.18,2.74,97.42 q2s/splice,nbk,cat,IE,2545,638,5,4,95.14,96.82,2.76,97.44 q2s/splice,oneR,cat,IE,2545,638,5,4,24.14,100.00,51.44,1.23 q2s/splice,bayes,cat,IE,2551,632,5,5,95.57,96.15,0.00,100.00 q2s/splice,j48,cat,IE,2551,632,5,5,94.62,98.60,5.04,95.27 q2s/splice,nbk,cat,IE,2551,632,5,5,95.57,96.15,0.00,100.00 q2s/splice,oneR,cat,IE,2551,632,5,5,21.84,100.00,52.45,1.32 q2s/splice,bayes,disctree,IE,2547,637,1,1,95.45,97.06,1.46,98.80 q2s/splice,j48,disctree,IE,2547,637,1,1,93.72,99.36,7.43,93.37 q2s/splice,nbk,disctree,IE,2547,637,1,1,95.45,97.06,1.46,98.80 q2s/splice,oneR,disctree,IE,2547,637,1,1,22.29,0.00,54.78,0.00 q2s/splice,bayes,disctree,IE,2546,638,1,2,94.83,95.83,1.97,97.87 q2s/splice,j48,disctree,IE,2546,638,1,2,92.32,93.38,2.67,97.24 q2s/splice,nbk,disctree,IE,2546,638,1,2,94.83,95.83,1.97,97.87 q2s/splice,oneR,disctree,IE,2546,638,1,2,25.08,100.00,47.85,1.36 q2s/splice,bayes,disctree,IE,2546,638,1,3,95.45,98.08,2.26,98.08 q2s/splice,j48,disctree,IE,2546,638,1,3,94.51,98.67,5.04,95.48 q2s/splice,nbk,disctree,IE,2546,638,1,3,95.45,98.08,2.26,98.08 q2s/splice,oneR,disctree,IE,2546,638,1,3,21.79,100.00,54.03,1.23 q2s/splice,bayes,disctree,IE,2546,638,1,4,95.45,96.38,0.63,99.25 q2s/splice,j48,disctree,IE,2546,638,1,4,94.51,100.00,3.45,95.62 q2s/splice,nbk,disctree,IE,2546,638,1,4,95.45,96.38,0.63,99.25 q2s/splice,oneR,disctree,IE,2546,638,1,4,26.80,100.00,45.10,2.13 q2s/splice,bayes,disctree,IE,2551,633,1,5,95.26,97.18,2.68,97.18 q2s/splice,j48,disctree,IE,2551,633,1,5,94.15,97.06,4.52,94.96 q2s/splice,nbk,disctree,IE,2551,633,1,5,95.26,97.18,2.68,97.18 q2s/splice,oneR,disctree,IE,2551,633,1,5,25.28,100.00,47.35,0.69 q2s/splice,bayes,disctree,IE,2549,637,2,1,95.76,96.45,2.91,96.45 q2s/splice,j48,disctree,IE,2549,637,2,1,94.19,98.52,6.18,92.36 q2s/splice,nbk,disctree,IE,2549,637,2,1,95.76,96.45,2.91,96.45 q2s/splice,oneR,disctree,IE,2549,637,2,1,27.32,100.00,45.43,0.69 q2s/splice,bayes,disctree,IE,2548,638,2,2,95.61,97.22,2.10,97.90 q2s/splice,j48,disctree,IE,2548,638,2,2,94.98,97.87,2.74,97.18 q2s/splice,nbk,disctree,IE,2548,638,2,2,95.61,97.22,2.10,97.90 q2s/splice,oneR,disctree,IE,2548,638,2,2,23.35,100.00,49.66,1.36 q2s/splice,bayes,disctree,IE,2548,638,2,3,95.30,98.03,1.42,98.68 q2s/splice,j48,disctree,IE,2548,638,2,3,94.98,98.63,2.03,97.96 q2s/splice,nbk,disctree,IE,2548,638,2,3,95.30,98.03,1.42,98.68 q2s/splice,oneR,disctree,IE,2548,638,2,3,23.67,100.00,50.67,1.94 q2s/splice,bayes,disctree,IE,2548,638,2,4,95.14,97.84,2.03,97.84 q2s/splice,j48,disctree,IE,2548,638,2,4,93.10,97.73,6.96,92.14 q2s/splice,nbk,disctree,IE,2548,638,2,4,95.14,97.84,2.03,97.84 q2s/splice,oneR,disctree,IE,2548,638,2,4,24.29,0.00,48.50,0.00 q2s/splice,bayes,disctree,IE,2551,635,2,5,95.43,95.91,2.22,98.20 q2s/splice,j48,disctree,IE,2551,635,2,5,92.28,96.41,5.71,95.27 q2s/splice,nbk,disctree,IE,2551,635,2,5,95.43,95.91,2.22,98.20 q2s/splice,oneR,disctree,IE,2551,635,2,5,22.83,100.00,54.46,1.16 q2s/splice,bayes,disctree,IE,2547,637,3,1,96.23,96.64,1.25,98.63 q2s/splice,j48,disctree,IE,2547,637,3,1,94.19,98.60,3.53,95.92 q2s/splice,nbk,disctree,IE,2547,637,3,1,96.23,96.64,1.25,98.63 q2s/splice,oneR,disctree,IE,2547,637,3,1,27.00,100.00,46.67,2.65 q2s/splice,bayes,disctree,IE,2546,638,3,2,94.20,95.45,3.50,96.71 q2s/splice,j48,disctree,IE,2546,638,3,2,92.79,97.32,6.71,93.55 q2s/splice,nbk,disctree,IE,2546,638,3,2,94.20,95.45,3.50,96.71 q2s/splice,oneR,disctree,IE,2546,638,3,2,23.35,0.00,51.78,0.00 q2s/splice,bayes,disctree,IE,2546,638,3,3,96.24,96.95,2.24,98.15 q2s/splice,j48,disctree,IE,2546,638,3,3,94.98,97.40,6.25,94.34 q2s/splice,nbk,disctree,IE,2546,638,3,3,96.24,96.95,2.24,98.15 q2s/splice,oneR,disctree,IE,2546,638,3,3,21.94,100.00,53.97,0.61 q2s/splice,bayes,disctree,IE,2546,638,3,4,94.36,98.64,1.42,98.64 q2s/splice,j48,disctree,IE,2546,638,3,4,94.51,100.00,2.67,97.26 q2s/splice,nbk,disctree,IE,2546,638,3,4,94.36,98.64,1.42,98.64 q2s/splice,oneR,disctree,IE,2546,638,3,4,23.51,100.00,50.34,1.32 q2s/splice,bayes,disctree,IE,2551,633,3,5,95.89,97.81,1.29,98.53 q2s/splice,j48,disctree,IE,2551,633,3,5,93.36,98.44,6.59,91.97 q2s/splice,nbk,disctree,IE,2551,633,3,5,95.89,97.81,1.29,98.53 q2s/splice,oneR,disctree,IE,2551,633,3,5,25.59,100.00,46.15,0.72 q2s/splice,bayes,disctree,IE,2552,637,4,1,95.76,96.75,0.74,99.33 q2s/splice,j48,disctree,IE,2552,637,4,1,94.66,97.97,3.52,96.67 q2s/splice,nbk,disctree,IE,2552,637,4,1,95.76,96.75,0.74,99.33 q2s/splice,oneR,disctree,IE,2552,637,4,1,23.23,100.00,51.35,2.56 q2s/splice,bayes,disctree,IE,2551,638,4,2,93.57,95.92,1.47,98.60 q2s/splice,j48,disctree,IE,2551,638,4,2,94.67,99.28,4.49,95.17 q2s/splice,nbk,disctree,IE,2551,638,4,2,93.57,95.92,1.47,98.60 q2s/splice,oneR,disctree,IE,2551,638,4,2,24.14,100.00,48.63,2.74 q2s/splice,bayes,disctree,IE,2551,638,4,3,95.92,99.33,2.50,97.39 q2s/splice,j48,disctree,IE,2551,638,4,3,94.67,98.67,4.40,95.48 q2s/splice,nbk,disctree,IE,2551,638,4,3,95.92,99.33,2.50,97.39 q2s/splice,oneR,disctree,IE,2551,638,4,3,25.39,100.00,49.53,1.26 q2s/splice,bayes,disctree,IE,2551,638,4,4,95.45,97.12,1.35,98.54 q2s/splice,j48,disctree,IE,2551,638,4,4,94.20,97.06,2.60,97.06 q2s/splice,nbk,disctree,IE,2551,638,4,4,95.45,97.12,1.35,98.54 q2s/splice,oneR,disctree,IE,2551,638,4,4,24.92,100.00,46.98,0.71 q2s/splice,bayes,disctree,IE,2551,638,4,5,96.08,96.88,2.63,97.48 q2s/splice,j48,disctree,IE,2551,638,4,5,93.26,99.32,8.43,91.19 q2s/splice,nbk,disctree,IE,2551,638,4,5,96.08,96.88,2.63,97.48 q2s/splice,oneR,disctree,IE,2551,638,4,5,24.29,100.00,51.72,0.60 q2s/splice,bayes,disctree,IE,2548,637,5,1,95.60,96.97,3.42,96.97 q2s/splice,j48,disctree,IE,2548,637,5,1,93.25,97.42,6.49,93.79 q2s/splice,nbk,disctree,IE,2548,637,5,1,95.60,96.97,3.42,96.97 q2s/splice,oneR,disctree,IE,2548,637,5,1,24.02,100.00,52.24,2.40 q2s/splice,bayes,disctree,IE,2547,638,5,2,94.98,96.91,0.71,99.37 q2s/splice,j48,disctree,IE,2547,638,5,2,94.36,97.47,5.16,95.06 q2s/splice,nbk,disctree,IE,2547,638,5,2,94.98,96.91,0.71,99.37 q2s/splice,oneR,disctree,IE,2547,638,5,2,24.14,100.00,51.90,1.20 q2s/splice,bayes,disctree,IE,2547,638,5,3,94.51,98.12,1.45,98.74 q2s/splice,j48,disctree,IE,2547,638,5,3,92.63,98.08,5.63,95.03 q2s/splice,nbk,disctree,IE,2547,638,5,3,94.51,98.12,1.45,98.74 q2s/splice,oneR,disctree,IE,2547,638,5,3,22.73,0.00,53.23,0.00 q2s/splice,bayes,disctree,IE,2547,638,5,4,95.14,96.77,1.35,98.36 q2s/splice,j48,disctree,IE,2547,638,5,4,93.89,100.00,3.87,95.08 q2s/splice,nbk,disctree,IE,2547,638,5,4,95.14,96.77,1.35,98.36 q2s/splice,oneR,disctree,IE,2547,638,5,4,24.92,100.00,43.88,2.40 q2s/splice,bayes,disctree,IE,2551,634,5,5,96.53,96.50,1.92,97.87 q2s/splice,j48,disctree,IE,2551,634,5,5,93.22,93.75,2.01,97.83 q2s/splice,nbk,disctree,IE,2551,634,5,5,96.53,96.50,1.92,97.87 q2s/splice,oneR,disctree,IE,2551,634,5,5,25.55,100.00,47.21,0.69 q2s/splice,bayes,tbin,IE,2548,637,1,1,94.51,94.64,2.84,97.55 q2s/splice,j48,tbin,IE,2548,637,1,1,93.72,98.75,4.67,95.76 q2s/splice,nbk,tbin,IE,2548,637,1,1,94.51,94.64,2.84,97.55 q2s/splice,oneR,tbin,IE,2548,637,1,1,23.55,100.00,53.02,1.18 q2s/splice,bayes,tbin,IE,2547,638,1,2,96.24,98.01,0.00,100.00 q2s/splice,j48,tbin,IE,2547,638,1,2,93.89,97.16,4.71,94.48 q2s/splice,nbk,tbin,IE,2547,638,1,2,96.24,98.01,0.00,100.00 q2s/splice,oneR,tbin,IE,2547,638,1,2,26.65,100.00,46.79,2.67 q2s/splice,bayes,tbin,IE,2547,638,1,3,95.45,96.90,3.45,96.15 q2s/splice,j48,tbin,IE,2547,638,1,3,92.48,91.91,5.11,94.70 q2s/splice,nbk,tbin,IE,2547,638,1,3,95.45,96.90,3.45,96.15 q2s/splice,oneR,tbin,IE,2547,638,1,3,23.04,0.00,47.87,0.00 q2s/splice,bayes,tbin,IE,2547,638,1,4,95.77,99.28,2.74,97.18 q2s/splice,j48,tbin,IE,2547,638,1,4,95.14,99.26,6.45,93.06 q2s/splice,nbk,tbin,IE,2547,638,1,4,95.77,99.28,2.74,97.18 q2s/splice,oneR,tbin,IE,2547,638,1,4,23.67,100.00,49.15,1.37 q2s/splice,bayes,tbin,IE,2551,634,1,5,95.58,97.50,1.35,98.73 q2s/splice,j48,tbin,IE,2551,634,1,5,94.01,97.44,3.87,96.20 q2s/splice,nbk,tbin,IE,2551,634,1,5,95.58,97.50,1.35,98.73 q2s/splice,oneR,tbin,IE,2551,634,1,5,24.92,100.00,51.27,2.41 q2s/splice,bayes,tbin,IE,2546,637,2,1,94.66,95.74,3.16,96.43 q2s/splice,j48,tbin,IE,2546,637,2,1,94.51,98.47,6.36,92.14 q2s/splice,nbk,tbin,IE,2546,637,2,1,94.66,95.74,3.16,96.43 q2s/splice,oneR,tbin,IE,2546,637,2,1,26.22,100.00,46.43,1.38 q2s/splice,bayes,tbin,IE,2545,638,2,2,94.83,95.98,0.79,99.40 q2s/splice,j48,tbin,IE,2545,638,2,2,94.51,97.60,3.68,97.02 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q2s/splice,j48,fayyadIrani,IE,2544,638,1,2,94.51,98.65,3.87,96.05 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,2,95.77,97.40,1.36,98.68 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,2,24.61,100.00,50.64,1.86 q2s/splice,bayes,fayyadIrani,IE,2544,638,1,3,94.83,97.39,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2544,638,1,3,91.54,100.00,8.24,90.54 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,3,94.83,97.39,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,3,25.55,100.00,48.88,1.92 q2s/splice,bayes,fayyadIrani,IE,2544,638,1,4,94.98,94.94,2.65,97.40 q2s/splice,j48,fayyadIrani,IE,2544,638,1,4,93.57,95.92,5.95,93.38 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,4,94.98,94.94,2.65,97.40 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,4,26.49,100.00,47.98,1.28 q2s/splice,bayes,fayyadIrani,IE,2551,631,1,5,95.56,97.01,3.15,97.01 q2s/splice,j48,fayyadIrani,IE,2551,631,1,5,95.09,98.47,3.79,96.27 q2s/splice,nbk,fayyadIrani,IE,2551,631,1,5,95.56,97.01,3.15,97.01 q2s/splice,oneR,fayyadIrani,IE,2551,631,1,5,20.92,100.00,51.30,0.72 q2s/splice,bayes,fayyadIrani,IE,2549,637,2,1,95.45,96.60,2.67,97.26 q2s/splice,j48,fayyadIrani,IE,2549,637,2,1,92.78,98.53,7.36,91.78 q2s/splice,nbk,fayyadIrani,IE,2549,637,2,1,95.45,96.60,2.67,97.26 q2s/splice,oneR,fayyadIrani,IE,2549,637,2,1,24.96,100.00,48.68,2.65 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,2,94.20,94.63,2.86,97.24 q2s/splice,j48,fayyadIrani,IE,2548,638,2,2,96.08,98.60,4.58,95.27 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,2,94.20,94.63,2.86,97.24 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,2,23.82,100.00,49.83,0.66 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,3,95.45,97.78,1.29,98.51 q2s/splice,j48,fayyadIrani,IE,2548,638,2,3,93.26,99.21,3.14,96.18 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,3,95.45,97.78,1.29,98.51 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,3,25.55,100.00,45.39,2.21 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,4,95.77,98.19,2.03,98.19 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q2s/splice,oneR,fayyadIrani,IE,2550,638,3,2,23.98,100.00,51.60,1.23 q2s/splice,bayes,fayyadIrani,IE,2550,638,3,3,94.67,94.77,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2550,638,3,3,93.10,97.16,5.59,94.48 q2s/splice,nbk,fayyadIrani,IE,2550,638,3,3,94.67,94.77,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2550,638,3,3,22.73,100.00,51.03,1.99 q2s/splice,bayes,fayyadIrani,IE,2550,638,3,4,96.39,98.53,3.16,96.40 q2s/splice,j48,fayyadIrani,IE,2550,638,3,4,93.73,100.00,8.28,90.14 q2s/splice,nbk,fayyadIrani,IE,2550,638,3,4,96.39,98.53,3.16,96.40 q2s/splice,oneR,fayyadIrani,IE,2550,638,3,4,25.24,100.00,47.16,2.08 q2s/splice,bayes,fayyadIrani,IE,2551,637,3,5,95.13,97.96,1.89,97.96 q2s/splice,j48,fayyadIrani,IE,2551,637,3,5,93.88,97.90,4.17,95.24 q2s/splice,nbk,fayyadIrani,IE,2551,637,3,5,95.13,97.96,1.89,97.96 q2s/splice,oneR,fayyadIrani,IE,2551,637,3,5,25.90,100.00,47.77,0.66 q2s/splice,bayes,fayyadIrani,IE,2549,637,4,1,95.13,96.69,2.01,97.99 q2s/splice,j48,fayyadIrani,IE,2549,637,4,1,93.72,96.53,5.03,94.56 q2s/splice,nbk,fayyadIrani,IE,2549,637,4,1,95.13,96.69,2.01,97.99 q2s/splice,oneR,fayyadIrani,IE,2549,637,4,1,25.12,100.00,48.87,1.31 q2s/splice,bayes,fayyadIrani,IE,2548,638,4,2,95.30,95.24,1.45,98.59 q2s/splice,j48,fayyadIrani,IE,2548,638,4,2,93.73,97.20,2.82,97.20 q2s/splice,nbk,fayyadIrani,IE,2548,638,4,2,95.30,95.24,1.45,98.59 q2s/splice,oneR,fayyadIrani,IE,2548,638,4,2,23.35,100.00,49.31,1.38 q2s/splice,bayes,fayyadIrani,IE,2548,638,4,3,95.14,98.62,1.28,98.62 q2s/splice,j48,fayyadIrani,IE,2548,638,4,3,95.77,100.00,1.85,97.95 q2s/splice,nbk,fayyadIrani,IE,2548,638,4,3,95.14,98.62,1.28,98.62 q2s/splice,oneR,fayyadIrani,IE,2548,638,4,3,25.24,100.00,48.72,0.65 q2s/splice,bayes,fayyadIrani,IE,2548,638,4,4,94.98,98.04,2.11,98.04 q2s/splice,j48,fayyadIrani,IE,2548,638,4,4,94.36,100.00,6.00,94.38 q2s/splice,nbk,fayyadIrani,IE,2548,638,4,4,94.98,98.04,2.11,98.04 q2s/splice,oneR,fayyadIrani,IE,2548,638,4,4,23.20,100.00,52.61,1.83 q2s/splice,bayes,fayyadIrani,IE,2551,635,4,5,96.38,98.00,2.00,98.00 q2s/splice,j48,fayyadIrani,IE,2551,635,4,5,92.60,95.74,8.12,91.22 q2s/splice,nbk,fayyadIrani,IE,2551,635,4,5,96.38,98.00,2.00,98.00 q2s/splice,oneR,fayyadIrani,IE,2551,635,4,5,24.88,100.00,49.02,1.32 q2s/splice,bayes,fayyadIrani,IE,2548,637,5,1,96.39,96.64,3.47,96.64 q2s/splice,j48,fayyadIrani,IE,2548,637,5,1,95.13,98.57,5.96,93.88 q2s/splice,nbk,fayyadIrani,IE,2548,637,5,1,96.39,96.64,3.47,96.64 q2s/splice,oneR,fayyadIrani,IE,2548,637,5,1,23.39,100.00,50.51,1.97 q2s/splice,bayes,fayyadIrani,IE,2547,638,5,2,96.08,98.08,1.27,98.71 q2s/splice,j48,fayyadIrani,IE,2547,638,5,2,94.36,97.92,4.19,95.27 q2s/splice,nbk,fayyadIrani,IE,2547,638,5,2,96.08,98.08,1.27,98.71 q2s/splice,oneR,fayyadIrani,IE,2547,638,5,2,26.18,100.00,48.76,1.26 q2s/splice,bayes,fayyadIrani,IE,2547,638,5,3,95.30,99.30,1.43,98.60 q2s/splice,j48,fayyadIrani,IE,2547,638,5,3,92.16,96.55,4.90,95.24 q2s/splice,nbk,fayyadIrani,IE,2547,638,5,3,95.30,99.30,1.43,98.60 q2s/splice,oneR,fayyadIrani,IE,2547,638,5,3,22.73,100.00,50.69,1.34 q2s/splice,bayes,fayyadIrani,IE,2547,638,5,4,94.98,95.33,1.97,97.95 q2s/splice,j48,fayyadIrani,IE,2547,638,5,4,93.26,97.87,4.91,94.52 q2s/splice,nbk,fayyadIrani,IE,2547,638,5,4,94.98,95.33,1.97,97.95 q2s/splice,oneR,fayyadIrani,IE,2547,638,5,4,25.55,100.00,48.08,0.66 q2s/splice,bayes,fayyadIrani,IE,2551,634,5,5,94.16,96.08,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2551,634,5,5,94.32,98.63,3.42,96.64 q2s/splice,nbk,fayyadIrani,IE,2551,634,5,5,94.16,96.08,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2551,634,5,5,24.13,100.00,50.66,2.55 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/vote,bayes,cat,republican,349,86,1,1,94.19,92.11,4.17,94.59 t2z/vote,j48,cat,republican,349,86,1,1,96.51,97.22,4.00,94.59 t2z/vote,nbk,cat,republican,349,86,1,1,94.19,92.11,4.17,94.59 t2z/vote,oneR,cat,republican,349,86,1,1,95.35,92.31,2.13,97.30 t2z/vote,bayes,cat,republican,348,87,1,2,88.51,80.00,4.26,94.12 t2z/vote,j48,cat,republican,348,87,1,2,94.25,89.19,2.00,97.06 t2z/vote,nbk,cat,republican,348,87,1,2,88.51,80.00,4.26,94.12 t2z/vote,oneR,cat,republican,348,87,1,2,93.10,86.84,2.04,97.06 t2z/vote,bayes,cat,republican,348,87,1,3,88.51,82.86,7.69,87.88 t2z/vote,j48,cat,republican,348,87,1,3,94.25,93.75,5.45,90.91 t2z/vote,nbk,cat,republican,348,87,1,3,88.51,82.86,7.69,87.88 t2z/vote,oneR,cat,republican,348,87,1,3,95.40,91.43,1.92,96.97 t2z/vote,bayes,cat,republican,348,87,1,4,91.95,85.71,3.85,93.75 t2z/vote,j48,cat,republican,348,87,1,4,100.00,100.00,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,1,4,91.95,85.71,3.85,93.75 t2z/vote,oneR,cat,republican,348,87,1,4,98.85,96.97,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,5,86.21,77.14,7.69,87.10 t2z/vote,j48,cat,republican,348,87,1,5,97.70,100.00,3.45,93.55 t2z/vote,nbk,cat,republican,348,87,1,5,86.21,77.14,7.69,87.10 t2z/vote,oneR,cat,republican,348,87,1,5,95.40,93.55,3.57,93.55 t2z/vote,bayes,cat,republican,349,86,2,1,95.35,90.00,0.00,100.00 t2z/vote,j48,cat,republican,349,86,2,1,95.35,90.00,0.00,100.00 t2z/vote,nbk,cat,republican,349,86,2,1,95.35,90.00,0.00,100.00 t2z/vote,oneR,cat,republican,349,86,2,1,95.35,90.00,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,2,90.80,84.62,6.56,84.62 t2z/vote,j48,cat,republican,348,87,2,2,97.70,100.00,3.17,92.31 t2z/vote,nbk,cat,republican,348,87,2,2,90.80,84.62,6.56,84.62 t2z/vote,oneR,cat,republican,348,87,2,2,96.55,92.59,1.67,96.15 t2z/vote,bayes,cat,republican,348,87,2,3,91.95,90.70,6.82,92.86 t2z/vote,j48,cat,republican,348,87,2,3,93.10,92.86,6.67,92.86 t2z/vote,nbk,cat,republican,348,87,2,3,91.95,90.70,6.82,92.86 t2z/vote,oneR,cat,republican,348,87,2,3,96.55,93.33,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,4,83.91,74.42,6.82,91.43 t2z/vote,j48,cat,republican,348,87,2,4,97.70,97.14,1.92,97.14 t2z/vote,nbk,cat,republican,348,87,2,4,83.91,74.42,6.82,91.43 t2z/vote,oneR,cat,republican,348,87,2,4,96.55,94.44,1.96,97.14 t2z/vote,bayes,cat,republican,348,87,2,5,87.36,78.12,7.27,86.21 t2z/vote,j48,cat,republican,348,87,2,5,94.25,92.86,5.08,89.66 t2z/vote,nbk,cat,republican,348,87,2,5,87.36,78.12,7.27,86.21 t2z/vote,oneR,cat,republican,348,87,2,5,93.10,89.66,5.17,89.66 t2z/vote,bayes,cat,republican,349,86,3,1,87.21,73.53,3.85,92.59 t2z/vote,j48,cat,republican,349,86,3,1,95.35,89.66,1.75,96.30 t2z/vote,nbk,cat,republican,349,86,3,1,87.21,73.53,3.85,92.59 t2z/vote,oneR,cat,republican,349,86,3,1,95.35,89.66,1.75,96.30 t2z/vote,bayes,cat,republican,348,87,3,2,90.80,88.64,6.98,92.86 t2z/vote,j48,cat,republican,348,87,3,2,95.40,97.50,6.38,92.86 t2z/vote,nbk,cat,republican,348,87,3,2,90.80,88.64,6.98,92.86 t2z/vote,oneR,cat,republican,348,87,3,2,94.25,93.02,4.55,95.24 t2z/vote,bayes,cat,republican,348,87,3,3,91.95,84.85,3.70,93.33 t2z/vote,j48,cat,republican,348,87,3,3,96.55,96.55,3.45,93.33 t2z/vote,nbk,cat,republican,348,87,3,3,91.95,84.85,3.70,93.33 t2z/vote,oneR,cat,republican,348,87,3,3,98.85,96.77,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,4,86.21,84.62,12.50,84.62 t2z/vote,j48,cat,republican,348,87,3,4,95.40,97.30,6.00,92.31 t2z/vote,nbk,cat,republican,348,87,3,4,86.21,84.62,12.50,84.62 t2z/vote,oneR,cat,republican,348,87,3,4,94.25,90.48,2.22,97.44 t2z/vote,bayes,cat,republican,348,87,3,5,93.10,87.10,3.57,93.10 t2z/vote,j48,cat,republican,348,87,3,5,98.85,100.00,1.69,96.55 t2z/vote,nbk,cat,republican,348,87,3,5,93.10,87.10,3.57,93.10 t2z/vote,oneR,cat,republican,348,87,3,5,95.40,90.32,1.79,96.55 t2z/vote,bayes,cat,republican,349,86,4,1,90.70,80.56,2.00,96.67 t2z/vote,j48,cat,republican,349,86,4,1,96.51,90.91,0.00,100.00 t2z/vote,nbk,cat,republican,349,86,4,1,90.70,80.56,2.00,96.67 t2z/vote,oneR,cat,republican,349,86,4,1,94.19,85.71,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,2,94.25,87.50,1.82,96.55 t2z/vote,j48,cat,republican,348,87,4,2,98.85,96.67,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,4,2,94.25,87.50,1.82,96.55 t2z/vote,oneR,cat,republican,348,87,4,2,96.55,90.62,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,3,87.36,82.05,8.33,88.89 t2z/vote,j48,cat,republican,348,87,4,3,95.40,94.44,3.92,94.44 t2z/vote,nbk,cat,republican,348,87,4,3,87.36,82.05,8.33,88.89 t2z/vote,oneR,cat,republican,348,87,4,3,95.40,92.11,2.04,97.22 t2z/vote,bayes,cat,republican,348,87,4,4,88.51,85.29,9.43,85.29 t2z/vote,j48,cat,republican,348,87,4,4,96.55,96.97,3.70,94.12 t2z/vote,nbk,cat,republican,348,87,4,4,88.51,85.29,9.43,85.29 t2z/vote,oneR,cat,republican,348,87,4,4,96.55,96.97,3.70,94.12 t2z/vote,bayes,cat,republican,348,87,4,5,88.51,85.37,8.70,89.74 t2z/vote,j48,cat,republican,348,87,4,5,96.55,100.00,5.88,92.31 t2z/vote,nbk,cat,republican,348,87,4,5,88.51,85.37,8.70,89.74 t2z/vote,oneR,cat,republican,348,87,4,5,95.40,94.87,4.17,94.87 t2z/vote,bayes,cat,republican,349,86,5,1,89.53,82.35,5.77,90.32 t2z/vote,j48,cat,republican,349,86,5,1,93.02,90.32,5.45,90.32 t2z/vote,nbk,cat,republican,349,86,5,1,89.53,82.35,5.77,90.32 t2z/vote,oneR,cat,republican,349,86,5,1,93.02,90.32,5.45,90.32 t2z/vote,bayes,cat,republican,348,87,5,2,89.66,82.50,4.26,94.29 t2z/vote,j48,cat,republican,348,87,5,2,97.70,97.14,1.92,97.14 t2z/vote,nbk,cat,republican,348,87,5,2,89.66,82.50,4.26,94.29 t2z/vote,oneR,cat,republican,348,87,5,2,96.55,94.44,1.96,97.14 t2z/vote,bayes,cat,republican,348,87,5,3,90.80,82.35,3.77,93.33 t2z/vote,j48,cat,republican,348,87,5,3,97.70,96.67,1.75,96.67 t2z/vote,nbk,cat,republican,348,87,5,3,90.80,82.35,3.77,93.33 t2z/vote,oneR,cat,republican,348,87,5,3,94.25,85.71,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,4,88.51,86.84,10.20,86.84 t2z/vote,j48,cat,republican,348,87,5,4,98.85,100.00,2.00,97.37 t2z/vote,nbk,cat,republican,348,87,5,4,88.51,86.84,10.20,86.84 t2z/vote,oneR,cat,republican,348,87,5,4,97.70,97.37,2.04,97.37 t2z/vote,bayes,cat,republican,348,87,5,5,90.80,83.78,4.00,93.94 t2z/vote,j48,cat,republican,348,87,5,5,97.70,94.29,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,5,5,90.80,83.78,4.00,93.94 t2z/vote,oneR,cat,republican,348,87,5,5,96.55,91.67,0.00,100.00 t2z/vote,bayes,disctree,republican,349,86,1,1,90.70,85.29,5.77,90.62 t2z/vote,j48,disctree,republican,349,86,1,1,97.67,94.12,0.00,100.00 t2z/vote,nbk,disctree,republican,349,86,1,1,90.70,85.29,5.77,90.62 t2z/vote,oneR,disctree,republican,349,86,1,1,97.67,94.12,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,2,87.36,81.82,6.98,92.31 t2z/vote,j48,disctree,republican,348,87,1,2,95.40,97.30,6.00,92.31 t2z/vote,nbk,disctree,republican,348,87,1,2,87.36,81.82,6.98,92.31 t2z/vote,oneR,disctree,republican,348,87,1,2,94.25,90.48,2.22,97.44 t2z/vote,bayes,disctree,republican,348,87,1,3,87.36,81.25,9.09,83.87 t2z/vote,j48,disctree,republican,348,87,1,3,93.10,90.32,5.36,90.32 t2z/vote,nbk,disctree,republican,348,87,1,3,87.36,81.25,9.09,83.87 t2z/vote,oneR,disctree,republican,348,87,1,3,91.95,87.50,5.45,90.32 t2z/vote,bayes,disctree,republican,348,87,1,4,93.10,82.86,0.00,100.00 t2z/vote,j48,disctree,republican,348,87,1,4,97.70,93.55,0.00,100.00 t2z/vote,nbk,disctree,republican,348,87,1,4,93.10,82.86,0.00,100.00 t2z/vote,oneR,disctree,republican,348,87,1,4,96.55,90.62,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,5,90.80,86.84,6.12,91.67 t2z/vote,j48,disctree,republican,348,87,1,5,97.70,97.22,1.96,97.22 t2z/vote,nbk,disctree,republican,348,87,1,5,90.80,86.84,6.12,91.67 t2z/vote,oneR,disctree,republican,348,87,1,5,97.70,97.22,1.96,97.22 t2z/vote,bayes,disctree,republican,349,86,2,1,89.53,81.58,4.17,93.94 t2z/vote,j48,disctree,republican,349,86,2,1,96.51,96.88,3.70,93.94 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t2z/vote,j48,fayyadIrani,republican,348,87,2,2,95.40,96.67,5.26,90.62 t2z/vote,nbk,fayyadIrani,republican,348,87,2,2,83.91,72.50,6.38,90.62 t2z/vote,oneR,fayyadIrani,republican,348,87,2,2,93.10,88.24,3.77,93.75 t2z/vote,bayes,fayyadIrani,republican,348,87,2,3,90.80,85.29,5.66,90.62 t2z/vote,j48,fayyadIrani,republican,348,87,2,3,98.85,96.97,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,2,3,90.80,85.29,5.66,90.62 t2z/vote,oneR,fayyadIrani,republican,348,87,2,3,96.55,91.43,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,2,4,94.25,94.29,5.77,91.67 t2z/vote,j48,fayyadIrani,republican,348,87,2,4,97.70,97.22,1.96,97.22 t2z/vote,nbk,fayyadIrani,republican,348,87,2,4,94.25,94.29,5.77,91.67 t2z/vote,oneR,fayyadIrani,republican,348,87,2,4,97.70,97.22,1.96,97.22 t2z/vote,bayes,fayyadIrani,republican,348,87,2,5,93.10,88.24,3.77,93.75 t2z/vote,j48,fayyadIrani,republican,348,87,2,5,94.25,90.91,3.70,93.75 t2z/vote,nbk,fayyadIrani,republican,348,87,2,5,93.10,88.24,3.77,93.75 t2z/vote,oneR,fayyadIrani,republican,348,87,2,5,94.25,88.57,1.92,96.88 t2z/vote,bayes,fayyadIrani,republican,349,86,3,1,93.02,81.25,0.00,100.00 t2z/vote,j48,fayyadIrani,republican,349,86,3,1,97.67,92.86,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,349,86,3,1,93.02,81.25,0.00,100.00 t2z/vote,oneR,fayyadIrani,republican,349,86,3,1,97.67,92.86,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,2,93.10,87.50,3.64,93.33 t2z/vote,j48,fayyadIrani,republican,348,87,3,2,97.70,93.75,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,3,2,93.10,87.50,3.64,93.33 t2z/vote,oneR,fayyadIrani,republican,348,87,3,2,96.55,90.91,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,3,89.66,90.70,11.36,88.64 t2z/vote,j48,fayyadIrani,republican,348,87,3,3,97.70,100.00,4.44,95.45 t2z/vote,nbk,fayyadIrani,republican,348,87,3,3,89.66,90.70,11.36,88.64 t2z/vote,oneR,fayyadIrani,republican,348,87,3,3,98.85,100.00,2.27,97.73 t2z/vote,bayes,fayyadIrani,republican,348,87,3,4,83.91,70.00,4.26,93.33 t2z/vote,j48,fayyadIrani,republican,348,87,3,4,88.51,77.78,3.92,93.33 t2z/vote,nbk,fayyadIrani,republican,348,87,3,4,83.91,70.00,4.26,93.33 t2z/vote,oneR,fayyadIrani,republican,348,87,3,4,88.51,77.78,3.92,93.33 t2z/vote,bayes,fayyadIrani,republican,348,87,3,5,91.95,91.67,7.84,89.19 t2z/vote,j48,fayyadIrani,republican,348,87,3,5,95.40,100.00,7.41,89.19 t2z/vote,nbk,fayyadIrani,republican,348,87,3,5,91.95,91.67,7.84,89.19 t2z/vote,oneR,fayyadIrani,republican,348,87,3,5,96.55,97.22,3.92,94.59 t2z/vote,bayes,fayyadIrani,republican,349,86,4,1,90.70,88.37,6.98,92.68 t2z/vote,j48,fayyadIrani,republican,349,86,4,1,95.35,95.12,4.44,95.12 t2z/vote,nbk,fayyadIrani,republican,349,86,4,1,90.70,88.37,6.98,92.68 t2z/vote,oneR,fayyadIrani,republican,349,86,4,1,96.51,93.18,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,4,2,93.10,87.50,3.64,93.33 t2z/vote,j48,fayyadIrani,republican,348,87,4,2,97.70,93.75,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,4,2,93.10,87.50,3.64,93.33 t2z/vote,oneR,fayyadIrani,republican,348,87,4,2,95.40,88.24,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,4,3,83.91,77.78,9.52,89.74 t2z/vote,j48,fayyadIrani,republican,348,87,4,3,95.40,94.87,4.17,94.87 t2z/vote,nbk,fayyadIrani,republican,348,87,4,3,83.91,77.78,9.52,89.74 t2z/vote,oneR,fayyadIrani,republican,348,87,4,3,94.25,92.50,4.26,94.87 t2z/vote,bayes,fayyadIrani,republican,348,87,4,4,93.10,88.46,4.92,88.46 t2z/vote,j48,fayyadIrani,republican,348,87,4,4,95.40,95.83,4.76,88.46 t2z/vote,nbk,fayyadIrani,republican,348,87,4,4,93.10,88.46,4.92,88.46 t2z/vote,oneR,fayyadIrani,republican,348,87,4,4,94.25,92.00,4.84,88.46 t2z/vote,bayes,fayyadIrani,republican,348,87,4,5,90.80,81.58,2.04,96.88 t2z/vote,j48,fayyadIrani,republican,348,87,4,5,100.00,100.00,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,4,5,90.80,81.58,2.04,96.88 t2z/vote,oneR,fayyadIrani,republican,348,87,4,5,97.70,94.12,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,349,86,5,1,90.70,83.33,4.00,93.75 t2z/vote,j48,fayyadIrani,republican,349,86,5,1,96.51,93.94,1.89,96.88 t2z/vote,nbk,fayyadIrani,republican,349,86,5,1,90.70,83.33,4.00,93.75 t2z/vote,oneR,fayyadIrani,republican,349,86,5,1,96.51,93.94,1.89,96.88 t2z/vote,bayes,fayyadIrani,republican,348,87,5,2,90.80,87.80,6.52,92.31 t2z/vote,j48,fayyadIrani,republican,348,87,5,2,96.55,97.37,4.08,94.87 t2z/vote,nbk,fayyadIrani,republican,348,87,5,2,90.80,87.80,6.52,92.31 t2z/vote,oneR,fayyadIrani,republican,348,87,5,2,96.55,95.00,2.13,97.44 t2z/vote,bayes,fayyadIrani,republican,348,87,5,3,90.80,85.00,4.26,94.44 t2z/vote,j48,fayyadIrani,republican,348,87,5,3,96.55,94.59,2.00,97.22 t2z/vote,nbk,fayyadIrani,republican,348,87,5,3,90.80,85.00,4.26,94.44 t2z/vote,oneR,fayyadIrani,republican,348,87,5,3,93.10,87.50,2.13,97.22 t2z/vote,bayes,fayyadIrani,republican,348,87,5,4,89.66,81.82,5.56,90.00 t2z/vote,j48,fayyadIrani,republican,348,87,5,4,95.40,93.33,3.51,93.33 t2z/vote,nbk,fayyadIrani,republican,348,87,5,4,89.66,81.82,5.56,90.00 t2z/vote,oneR,fayyadIrani,republican,348,87,5,4,94.25,90.32,3.57,93.33 t2z/vote,bayes,fayyadIrani,republican,348,87,5,5,88.51,80.00,5.77,90.32 t2z/vote,j48,fayyadIrani,republican,348,87,5,5,97.70,96.77,1.79,96.77 t2z/vote,nbk,fayyadIrani,republican,348,87,5,5,88.51,80.00,5.77,90.32 t2z/vote,oneR,fayyadIrani,republican,348,87,5,5,97.70,93.94,0.00,100.00 /home/donaldb/var/weka/xval.28234 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/waveform-5000,bayes,cat,1,3994,999,1,1,79.78,77.78,2.14,98.69 t2z/waveform-5000,j48,cat,1,3994,999,1,1,73.77,81.45,13.92,87.21 t2z/waveform-5000,nbk,cat,1,3994,999,1,1,79.68,78.50,1.64,99.02 t2z/waveform-5000,oneR,cat,1,3994,999,1,1,53.05,55.16,53.15,72.76 t2z/waveform-5000,bayes,cat,1,3993,1000,1,2,78.20,78.89,1.18,99.34 t2z/waveform-5000,j48,cat,1,3993,1000,1,2,75.20,82.71,11.90,88.41 t2z/waveform-5000,nbk,cat,1,3993,1000,1,2,78.80,79.95,1.13,99.34 t2z/waveform-5000,oneR,cat,1,3993,1000,1,2,55.70,60.20,50.83,66.55 t2z/waveform-5000,bayes,cat,1,3993,1000,1,3,80.70,78.66,1.56,99.06 t2z/waveform-5000,j48,cat,1,3993,1000,1,3,75.00,82.64,16.28,83.99 t2z/waveform-5000,nbk,cat,1,3993,1000,1,3,81.20,79.40,1.52,99.06 t2z/waveform-5000,oneR,cat,1,3993,1000,1,3,53.90,55.79,54.11,72.85 t2z/waveform-5000,bayes,cat,1,3993,1000,1,4,82.50,85.56,2.29,98.79 t2z/waveform-5000,j48,cat,1,3993,1000,1,4,73.70,87.71,19.85,82.64 t2z/waveform-5000,nbk,cat,1,3993,1000,1,4,82.10,85.45,3.39,98.18 t2z/waveform-5000,oneR,cat,1,3993,1000,1,4,56.00,62.21,59.39,62.01 t2z/waveform-5000,bayes,cat,1,3999,994,1,5,78.07,76.90,1.14,99.34 t2z/waveform-5000,j48,cat,1,3999,994,1,5,76.56,83.22,13.27,86.41 t2z/waveform-5000,nbk,cat,1,3999,994,1,5,78.07,76.90,1.14,99.34 t2z/waveform-5000,oneR,cat,1,3999,994,1,5,55.33,56.41,47.62,71.22 t2z/waveform-5000,bayes,cat,1,3992,999,2,1,80.58,80.35,0.00,100.00 t2z/waveform-5000,j48,cat,1,3992,999,2,1,74.87,87.20,18.12,82.89 t2z/waveform-5000,nbk,cat,1,3992,999,2,1,80.48,81.31,0.00,100.00 t2z/waveform-5000,oneR,cat,1,3992,999,2,1,53.05,58.45,58.08,60.07 t2z/waveform-5000,bayes,cat,1,3991,1000,2,2,78.30,77.22,2.29,98.77 t2z/waveform-5000,j48,cat,1,3991,1000,2,2,76.00,83.85,15.73,85.71 t2z/waveform-5000,nbk,cat,1,3991,1000,2,2,78.20,77.16,3.41,98.17 t2z/waveform-5000,oneR,cat,1,3991,1000,2,2,54.10,58.43,52.79,65.10 t2z/waveform-5000,bayes,cat,1,3991,1000,2,3,79.40,77.57,0.55,99.66 t2z/waveform-5000,j48,cat,1,3991,1000,2,3,74.10,81.69,18.30,80.56 t2z/waveform-5000,nbk,cat,1,3991,1000,2,3,79.10,78.07,0.54,99.66 t2z/waveform-5000,oneR,cat,1,3991,1000,2,3,54.20,55.00,52.78,64.94 t2z/waveform-5000,bayes,cat,1,3991,1000,2,4,81.20,84.38,3.23,97.70 t2z/waveform-5000,j48,cat,1,3991,1000,2,4,77.70,86.97,14.20,84.30 t2z/waveform-5000,nbk,cat,1,3991,1000,2,4,80.50,83.43,2.39,98.34 t2z/waveform-5000,oneR,cat,1,3991,1000,2,4,54.10,56.20,49.60,78.17 t2z/waveform-5000,bayes,cat,1,3999,992,2,5,80.24,79.60,0.62,99.68 t2z/waveform-5000,j48,cat,1,3999,992,2,5,76.41,83.75,14.73,87.58 t2z/waveform-5000,nbk,cat,1,3999,992,2,5,80.44,79.70,0.62,99.69 t2z/waveform-5000,oneR,cat,1,3999,992,2,5,54.23,58.88,56.99,64.07 t2z/waveform-5000,bayes,cat,1,3988,999,3,1,80.28,79.68,2.13,98.69 t2z/waveform-5000,j48,cat,1,3988,999,3,1,74.57,85.81,15.44,84.93 t2z/waveform-5000,nbk,cat,1,3988,999,3,1,79.68,79.84,1.07,99.34 t2z/waveform-5000,oneR,cat,1,3988,999,3,1,54.35,56.68,53.14,67.25 t2z/waveform-5000,bayes,cat,1,3987,1000,3,2,80.10,81.89,1.66,99.07 t2z/waveform-5000,j48,cat,1,3987,1000,3,2,76.00,86.64,15.97,85.26 t2z/waveform-5000,nbk,cat,1,3987,1000,3,2,80.10,82.86,1.12,99.39 t2z/waveform-5000,oneR,cat,1,3987,1000,3,2,54.30,55.65,60.00,63.39 t2z/waveform-5000,bayes,cat,1,3987,1000,3,3,81.10,81.79,1.66,99.07 t2z/waveform-5000,j48,cat,1,3987,1000,3,3,74.50,83.06,17.83,83.33 t2z/waveform-5000,nbk,cat,1,3987,1000,3,3,81.10,81.59,1.65,99.07 t2z/waveform-5000,oneR,cat,1,3987,1000,3,3,54.00,58.63,58.92,64.38 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t2z/waveform-5000,oneR,fayyadIrani,1,3982,1000,5,2,60.10,59.87,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3982,1000,5,3,81.40,79.95,0.00,100.00 t2z/waveform-5000,j48,fayyadIrani,1,3982,1000,5,3,76.20,83.86,12.45,88.63 t2z/waveform-5000,nbk,fayyadIrani,1,3982,1000,5,3,81.40,79.95,0.00,100.00 t2z/waveform-5000,oneR,fayyadIrani,1,3982,1000,5,3,57.20,57.51,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3982,1000,5,4,79.50,77.69,3.19,98.06 t2z/waveform-5000,j48,fayyadIrani,1,3982,1000,5,4,75.60,80.97,10.90,90.24 t2z/waveform-5000,nbk,fayyadIrani,1,3982,1000,5,4,79.50,77.69,3.19,98.06 t2z/waveform-5000,oneR,fayyadIrani,1,3982,1000,5,4,54.90,54.97,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,983,5,5,81.59,82.22,2.03,98.67 t2z/waveform-5000,j48,fayyadIrani,1,3999,983,5,5,76.20,83.33,14.03,86.51 t2z/waveform-5000,nbk,fayyadIrani,1,3999,983,5,5,81.59,82.22,2.03,98.67 t2z/waveform-5000,oneR,fayyadIrani,1,3999,983,5,5,57.07,55.25,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,1,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,12,2,1,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,12,2,1,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,1,2,33.33,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,1,2,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,1,2,33.33,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather,j48,cat,no,11,3,1,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,cat,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather,oneR,cat,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,1,4,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,1,4,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,1,4,66.67,50.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,1,4,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather,bayes,cat,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,2,1,50.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,2,1,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,2,2,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,2,2,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,2,2,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,2,2,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,2,3,66.67,100.00,50.00,50.00 t2z/weather,j48,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,2,3,66.67,100.00,50.00,50.00 t2z/weather,oneR,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,2,4,33.33,50.00,100.00,50.00 t2z/weather,bayes,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,3,1,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,3,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,3,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,3,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,3,2,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,2,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,3,4,33.33,0.00,50.00,0.00 t2z/weather,j48,cat,no,11,3,3,4,33.33,0.00,50.00,0.00 t2z/weather,nbk,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,3,4,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,3,5,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,3,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,12,2,3,5,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,12,2,3,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,4,2,33.33,100.00,100.00,33.33 t2z/weather,j48,cat,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,4,2,33.33,100.00,100.00,33.33 t2z/weather,oneR,cat,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,4,3,33.33,33.33,0.00,100.00 t2z/weather,j48,cat,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,nbk,cat,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,oneR,cat,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,j48,cat,no,11,3,4,4,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,5,1,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,5,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,5,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,5,2,33.33,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,5,2,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,5,2,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,5,2,33.33,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,disctree,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,j48,disctree,no,12,2,1,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,disctree,no,12,2,1,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,2,33.33,0.00,0.00,0.00 t2z/weather,j48,disctree,no,11,3,1,2,0.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,11,3,1,2,33.33,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,11,3,1,2,0.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,j48,disctree,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,disctree,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,oneR,disctree,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,j48,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,disctree,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,j48,disctree,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,j48,disctree,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,disctree,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,disctree,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,disctree,no,11,3,2,2,0.00,0.00,100.00,0.00 t2z/weather,j48,disctree,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather,nbk,disctree,no,11,3,2,2,0.00,0.00,100.00,0.00 t2z/weather,oneR,disctree,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,disctree,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,j48,disctree,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,disctree,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,oneR,disctree,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,disctree,no,11,3,2,4,33.33,0.00,0.00,0.00 t2z/weather,j48,disctree,no,11,3,2,4,100.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,11,3,2,4,33.33,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,11,3,2,4,33.33,0.00,0.00,0.00 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t2z/weather,oneR,fayyadIrani,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,2,33.33,50.00,100.00,50.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,1,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,1,50.00,50.00,0.00,100.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,1,50.00,50.00,0.00,100.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,2,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,2,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,2,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,2,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,3,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather.nominal,bayes,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,2,33.33,50.00,100.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,1,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,2,33.33,50.00,100.00,50.00 t2z/weather.nominal,oneR,cat,no,11,3,1,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,3,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,3,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,2,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,3,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,2,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,4,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,2,66.67,100.00,50.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,2,66.67,100.00,50.00,50.00 t2z/weather.nominal,oneR,cat,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,4,3,66.67,0.00,0.00,0.00 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