#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/anneal,bayes,cat,2,718,179,1,1,84.36,94.12,0.00,100.00 a2b/anneal,j48,cat,2,718,179,1,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,1,1,91.62,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,1,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,1,2,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,1,2,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,1,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,1,2,85.00,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,1,3,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,1,3,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,1,3,91.62,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,1,3,85.47,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,1,4,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,1,4,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,1,4,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,1,4,84.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,1,5,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,1,5,96.65,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,1,5,98.32,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,1,5,78.77,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,1,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,1,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,1,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,2,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,2,97.22,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,2,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,2,83.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,3,84.92,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,3,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,4,90.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,4,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,4,80.00,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,5,82.68,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,5,97.21,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,5,88.83,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,1,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,1,96.09,100.00,100.00,94.74 a2b/anneal,oneR,cat,2,719,179,3,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,2,84.44,95.83,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,2,97.22,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,2,90.56,95.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,2,78.89,0.00,0.00,0.00 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,2,719,179,3,3,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,3,87.71,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,4,85.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,4,93.33,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,4,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,5,88.83,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,5,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,1,87.15,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,1,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,2,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,2,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,2,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,2,86.67,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,3,88.83,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,3,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,4,84.44,95.24,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,4,92.78,94.12,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,4,82.22,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,5,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,5,96.65,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,5,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,5,83.24,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,1,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,1,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,1,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,1,87.15,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,5,2,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,5,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,5,2,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,5,2,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,3,83.80,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,3,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,3,81.01,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,5,4,88.33,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,5,4,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,5,4,95.56,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,5,4,85.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,5,87.15,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,5,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,5,92.74,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,5,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,1,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,1,89.94,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,1,2,95.56,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,1,2,81.11,90.91,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,1,2,95.56,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,1,2,84.44,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,3,96.09,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,3,89.94,90.91,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,3,86.03,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,1,4,93.33,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,1,4,83.89,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,1,4,93.33,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,1,4,78.33,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,5,96.65,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,5,89.39,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,5,96.65,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,5,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,1,97.21,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,1,88.83,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,1,97.21,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,1,82.68,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,2,93.89,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,2,88.33,85.71,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,2,93.89,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,2,88.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,3,94.97,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,3,85.47,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,3,94.97,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,4,92.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,4,87.22,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,4,92.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,4,83.33,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,5,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,5,87.15,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,5,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,5,81.01,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,1,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,1,91.62,92.86,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,1,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,2,95.00,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,2,85.00,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,2,84.44,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,3,96.09,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,3,86.03,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,3,81.01,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,4,94.44,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,4,89.44,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,4,94.44,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,4,83.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,5,95.53,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,5,87.71,92.86,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,5,95.53,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,5,84.36,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,1,92.74,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,1,89.94,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,1,92.74,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,2,94.44,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,2,84.44,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,3,94.97,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,3,86.03,94.44,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,3,94.97,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,4,97.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,4,86.11,90.91,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,4,97.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,4,83.33,0.00,0.00,0.00 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a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,4,71.11,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,4,44.44,0.00,0.00,0.00 a2b/audiology,bayes,fayyadIrani,bells_palsy,181,45,5,5,64.44,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,181,45,5,5,68.89,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,5,64.44,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,5,42.22,0.00,0.00,0.00 /home/donaldb/var/weka/xval.20845 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,57.50,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,1,1,87.50,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,1,1,67.50,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,1,1,42.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,2,70.73,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,1,2,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,2,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,3,65.85,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,3,85.37,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,1,3,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,3,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,4,46.34,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,1,4,68.29,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,1,4,53.66,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,1,4,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,5,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,5,87.80,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,1,5,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,5,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,2,1,45.00,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,2,1,75.00,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,2,1,47.50,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,2,1,60.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,2,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,2,65.85,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,2,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,41.46,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,3,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,3,46.34,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,3,31.71,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,73.17,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,4,85.37,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,4,73.17,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,4,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,5,63.41,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,5,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,5,68.29,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,5,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,62.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,3,1,80.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,3,1,62.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,3,1,62.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,2,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,2,58.54,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,36.59,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,3,63.41,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,3,48.78,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,3,46.34,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,4,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,4,48.78,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,4,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,65.85,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,5,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,5,65.85,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,5,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,4,1,62.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,4,1,85.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,4,1,62.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,4,1,57.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,2,53.66,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,2,82.93,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,2,70.73,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,2,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,3,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,3,90.24,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,4,3,58.54,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,3,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,4,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,4,4,70.73,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,4,60.98,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,4,4,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,5,43.90,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,4,5,70.73,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,5,39.02,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,4,5,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,5,1,62.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,5,1,80.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,5,1,62.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,5,1,67.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,2,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,5,2,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,2,58.54,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,5,2,43.90,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,3,53.66,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,3,78.05,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,3,43.90,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,4,41.46,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,4,58.54,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,4,51.22,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,4,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,5,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,5,73.17,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,5,58.54,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,1,1,82.50,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,1,1,77.50,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,165,40,1,1,82.50,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,1,1,57.50,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,2,60.98,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,2,65.85,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,2,48.78,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,3,65.85,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,3,65.85,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,3,65.85,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,4,58.54,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,4,65.85,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,1,4,58.54,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,4,46.34,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,5,80.49,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,5,75.61,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,5,80.49,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,2,1,65.00,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,2,1,72.50,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,165,40,2,1,65.00,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,2,1,62.50,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,2,75.61,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,2,78.05,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,2,2,75.61,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,2,48.78,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,3,82.93,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,3,80.49,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,2,3,82.93,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,3,53.66,0.00,0.00,0.00 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a2b/autos,oneR,fayyadIrani,-2,164,41,4,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,3,78.05,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,3,82.93,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,3,78.05,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,3,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,4,68.29,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,4,65.85,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,4,68.29,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,4,53.66,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,5,58.54,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,5,70.73,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,5,58.54,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,5,60.98,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,5,1,75.00,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,5,1,87.50,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,165,40,5,1,75.00,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,5,1,62.50,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,2,68.29,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,73.17,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,68.29,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,46.34,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,82.93,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,80.49,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,82.93,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,70.73,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,60.98,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,73.17,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,60.98,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,53.66,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,63.41,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,78.05,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,5,63.41,0.00,0.00,0.00 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,229,57,1,1,75.44,58.76,55.26,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,1,73.68,58.76,56.63,54.81 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,1,75.44,58.76,55.26,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,1,70.18,58.76,58.24,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,2,75.44,57.00,54.43,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,2,75.44,57.00,55.68,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,2,75.44,57.00,54.43,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,2,66.67,57.00,56.00,57.58 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,3,63.16,61.29,60.00,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,3,71.93,61.29,58.82,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,3,63.16,61.29,60.00,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,3,64.91,61.29,60.24,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,4,75.44,55.34,53.16,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,4,73.68,55.34,54.65,54.81 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,4,75.44,55.34,53.16,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,4,71.93,55.34,55.56,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,5,75.44,61.96,57.69,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,5,66.67,61.96,60.24,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,5,75.44,61.96,57.69,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,5,61.40,61.96,61.96,50.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,1,80.70,57.58,53.25,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,1,75.44,57.58,56.18,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,1,80.70,57.58,53.25,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,1,70.18,57.58,53.85,61.96 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,2,70.18,59.38,57.50,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,2,70.18,59.38,58.70,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,2,70.18,59.38,57.50,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,2,68.42,59.38,58.89,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,3,66.67,58.76,57.33,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,3,71.93,58.76,57.47,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,3,66.67,58.76,57.33,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,3,63.16,58.76,57.75,58.16 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,4,73.68,58.16,56.82,53.27 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,4,71.93,58.16,57.89,50.89 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,4,73.68,58.16,56.82,53.27 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,4,70.18,58.16,58.06,51.35 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,5,73.68,59.38,55.56,58.76 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,5,77.19,59.38,56.82,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,5,73.68,59.38,55.56,58.76 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,5,66.67,59.38,57.53,57.58 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,1,73.68,58.16,56.10,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,1,78.95,58.16,56.04,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,1,73.68,58.16,56.10,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,1,73.68,58.16,57.14,52.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,2,64.91,64.77,61.84,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,2,56.14,64.77,64.29,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,2,64.91,64.77,61.84,54.81 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,2,57.89,64.77,63.86,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,3,73.68,56.44,53.42,59.38 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,3,75.44,56.44,55.17,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,3,73.68,56.44,53.42,59.38 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,3,71.93,56.44,55.81,54.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,4,77.19,55.34,53.57,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,4,77.19,55.34,54.44,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,4,77.19,55.34,53.57,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,4,66.67,55.34,55.13,57.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,5,70.18,59.38,56.34,58.76 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,5,71.93,59.38,57.65,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,5,70.18,59.38,56.34,58.76 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,5,66.67,59.38,57.89,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,1,73.68,61.29,57.33,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,1,70.18,61.29,59.04,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,1,73.68,61.29,57.33,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,1,64.91,61.29,60.47,52.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,2,70.18,55.88,55.00,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,2,77.19,55.88,54.55,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,2,70.18,55.88,55.00,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,2,66.67,55.88,55.70,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,3,87.72,55.88,51.76,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,3,78.95,55.88,53.57,55.88 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,3,87.72,55.88,51.76,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,3,73.68,55.88,52.78,60.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,4,61.40,58.16,58.44,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,4,70.18,58.16,57.78,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,4,61.40,58.16,58.44,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,4,63.16,58.16,58.82,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,5,73.68,63.33,58.67,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,5,61.40,63.33,62.20,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,5,73.68,63.33,58.67,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,5,61.40,63.33,62.03,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,1,68.42,58.76,57.50,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,1,73.68,58.76,57.30,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,1,68.42,58.76,57.50,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,1,63.16,58.76,58.44,55.88 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,2,84.21,61.29,55.13,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,2,68.42,61.29,59.77,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,2,84.21,61.29,55.13,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,2,66.67,61.29,60.23,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,3,66.67,58.16,56.76,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,3,75.44,58.16,56.99,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,3,66.67,58.16,56.76,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,3,68.42,58.16,57.65,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,4,80.70,56.44,54.02,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,4,78.95,56.44,55.32,52.29 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c2d/credit-a,nbk,fayyadIrani,-,552,138,3,4,85.51,83.15,10.20,93.67 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,4,83.33,90.00,23.53,79.75 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,5,88.41,85.71,8.82,90.91 c2d/credit-a,j48,fayyadIrani,-,552,138,3,5,86.96,83.33,9.09,90.91 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,5,88.41,85.71,8.82,90.91 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,5,88.41,94.64,15.85,80.30 c2d/credit-a,bayes,fayyadIrani,-,553,137,4,1,86.13,83.15,8.33,94.87 c2d/credit-a,j48,fayyadIrani,-,553,137,4,1,88.32,86.05,7.84,94.87 c2d/credit-a,nbk,fayyadIrani,-,553,137,4,1,86.13,83.15,8.33,94.87 c2d/credit-a,oneR,fayyadIrani,-,553,137,4,1,86.86,90.54,17.46,85.90 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,2,86.23,87.95,16.36,89.02 c2d/credit-a,j48,fayyadIrani,-,552,138,4,2,86.23,86.21,13.73,91.46 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,2,86.23,87.95,16.36,89.02 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,2,85.51,93.06,22.73,81.71 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,3,88.41,86.05,7.69,94.87 c2d/credit-a,j48,fayyadIrani,-,552,138,4,3,88.41,88.75,12.07,91.03 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,3,88.41,86.05,7.69,94.87 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,3,83.33,93.65,25.33,75.64 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,4,85.51,84.21,12.90,88.89 c2d/credit-a,j48,fayyadIrani,-,552,138,4,4,85.51,88.24,17.14,83.33 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,4,85.51,84.21,12.90,88.89 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,4,85.51,96.43,21.95,75.00 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,5,82.61,83.33,18.18,83.33 c2d/credit-a,j48,fayyadIrani,-,552,138,4,5,86.96,85.53,11.29,90.28 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,5,82.61,83.33,18.18,83.33 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,5,86.96,92.19,17.57,81.94 c2d/credit-a,bayes,fayyadIrani,-,553,137,5,1,87.59,86.90,11.32,92.41 c2d/credit-a,j48,fayyadIrani,-,553,137,5,1,91.24,89.41,5.77,96.20 c2d/credit-a,nbk,fayyadIrani,-,553,137,5,1,87.59,86.90,11.32,92.41 c2d/credit-a,oneR,fayyadIrani,-,553,137,5,1,88.32,94.37,18.18,84.81 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,2,86.23,84.42,11.48,90.28 c2d/credit-a,j48,fayyadIrani,-,552,138,5,2,84.78,84.00,14.29,87.50 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,2,86.23,84.42,11.48,90.28 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,2,86.96,96.55,20.00,77.78 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,3,85.51,87.34,16.95,87.34 c2d/credit-a,j48,fayyadIrani,-,552,138,5,3,87.68,91.89,17.19,86.08 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,3,85.51,87.34,16.95,87.34 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,3,87.68,96.97,20.83,81.01 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,4,84.06,80.00,11.11,89.55 c2d/credit-a,j48,fayyadIrani,-,552,138,5,4,85.51,83.10,11.94,88.06 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,4,84.06,80.00,11.11,89.55 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,4,81.88,87.50,21.95,73.13 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,5,86.96,86.02,11.11,94.12 c2d/credit-a,j48,fayyadIrani,-,552,138,5,5,85.51,87.36,17.65,89.41 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,5,86.96,86.02,11.11,94.12 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,5,82.61,89.61,26.23,81.18 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,615,153,1,1,74.51,61.70,19.81,58.00 c2d/diabetes,j48,cat,tested_positive,615,153,1,1,75.16,59.09,12.64,78.00 c2d/diabetes,nbk,cat,tested_positive,615,153,1,1,73.86,62.50,22.12,50.00 c2d/diabetes,oneR,cat,tested_positive,615,153,1,1,70.59,58.06,26.23,36.00 c2d/diabetes,bayes,cat,tested_positive,614,154,1,2,77.27,79.17,23.58,60.32 c2d/diabetes,j48,cat,tested_positive,614,154,1,2,72.73,69.81,25.74,58.73 c2d/diabetes,nbk,cat,tested_positive,614,154,1,2,74.68,74.00,25.00,58.73 c2d/diabetes,oneR,cat,tested_positive,614,154,1,2,72.08,76.32,29.31,46.03 c2d/diabetes,bayes,cat,tested_positive,615,153,1,3,73.20,62.75,21.57,59.26 c2d/diabetes,j48,cat,tested_positive,615,153,1,3,69.28,56.36,23.47,57.41 c2d/diabetes,nbk,cat,tested_positive,615,153,1,3,75.16,68.18,22.02,55.56 c2d/diabetes,oneR,cat,tested_positive,615,153,1,3,66.01,52.38,28.83,40.74 c2d/diabetes,bayes,cat,tested_positive,614,154,1,4,75.97,64.15,17.82,65.38 c2d/diabetes,j48,cat,tested_positive,614,154,1,4,74.68,62.75,19.42,61.54 c2d/diabetes,nbk,cat,tested_positive,614,154,1,4,75.97,66.67,20.18,57.69 c2d/diabetes,oneR,cat,tested_positive,614,154,1,4,71.43,59.52,24.11,48.08 c2d/diabetes,bayes,cat,tested_positive,615,153,1,5,78.43,69.05,18.02,59.18 c2d/diabetes,j48,cat,tested_positive,615,153,1,5,77.12,65.91,18.35,59.18 c2d/diabetes,nbk,cat,tested_positive,615,153,1,5,75.16,65.71,22.03,46.94 c2d/diabetes,oneR,cat,tested_positive,615,153,1,5,79.08,81.48,21.43,44.90 c2d/diabetes,bayes,cat,tested_positive,615,153,2,1,77.78,75.00,20.95,62.07 c2d/diabetes,j48,cat,tested_positive,615,153,2,1,73.86,66.07,21.65,63.79 c2d/diabetes,nbk,cat,tested_positive,615,153,2,1,77.12,78.05,23.21,55.17 c2d/diabetes,oneR,cat,tested_positive,615,153,2,1,72.55,73.53,27.73,43.10 c2d/diabetes,bayes,cat,tested_positive,614,154,2,2,77.27,67.35,18.10,63.46 c2d/diabetes,j48,cat,tested_positive,614,154,2,2,74.68,64.44,21.10,55.77 c2d/diabetes,nbk,cat,tested_positive,614,154,2,2,75.97,67.44,20.72,55.77 c2d/diabetes,oneR,cat,tested_positive,614,154,2,2,67.53,52.38,26.79,42.31 c2d/diabetes,bayes,cat,tested_positive,615,153,2,3,71.24,57.41,21.21,59.62 c2d/diabetes,j48,cat,tested_positive,615,153,2,3,73.20,58.73,16.67,71.15 c2d/diabetes,nbk,cat,tested_positive,615,153,2,3,72.55,60.42,21.90,55.77 c2d/diabetes,oneR,cat,tested_positive,615,153,2,3,71.24,60.53,25.22,44.23 c2d/diabetes,bayes,cat,tested_positive,614,154,2,4,79.87,71.11,16.51,64.00 c2d/diabetes,j48,cat,tested_positive,614,154,2,4,78.57,71.79,19.13,56.00 c2d/diabetes,nbk,cat,tested_positive,614,154,2,4,79.87,75.68,18.80,56.00 c2d/diabetes,oneR,cat,tested_positive,614,154,2,4,77.27,69.23,20.00,54.00 c2d/diabetes,bayes,cat,tested_positive,615,153,2,5,77.78,75.00,21.10,58.93 c2d/diabetes,j48,cat,tested_positive,615,153,2,5,76.47,67.86,18.56,67.86 c2d/diabetes,nbk,cat,tested_positive,615,153,2,5,71.24,63.04,25.23,51.79 c2d/diabetes,oneR,cat,tested_positive,615,153,2,5,69.93,61.90,27.03,46.43 c2d/diabetes,bayes,cat,tested_positive,615,153,3,1,79.74,76.00,18.45,66.67 c2d/diabetes,j48,cat,tested_positive,615,153,3,1,70.59,60.34,23.16,61.40 c2d/diabetes,nbk,cat,tested_positive,615,153,3,1,74.51,68.00,22.33,59.65 c2d/diabetes,oneR,cat,tested_positive,615,153,3,1,73.20,72.22,26.50,45.61 c2d/diabetes,bayes,cat,tested_positive,614,154,3,2,81.17,72.92,15.09,68.63 c2d/diabetes,j48,cat,tested_positive,614,154,3,2,75.32,62.75,18.45,62.75 c2d/diabetes,nbk,cat,tested_positive,614,154,3,2,82.47,77.27,15.45,66.67 c2d/diabetes,oneR,cat,tested_positive,614,154,3,2,77.27,72.22,21.19,50.98 c2d/diabetes,bayes,cat,tested_positive,615,153,3,3,72.55,65.31,24.04,56.14 c2d/diabetes,j48,cat,tested_positive,615,153,3,3,73.86,69.77,24.55,52.63 c2d/diabetes,nbk,cat,tested_positive,615,153,3,3,73.20,70.00,25.66,49.12 c2d/diabetes,oneR,cat,tested_positive,615,153,3,3,68.63,60.98,28.57,43.86 c2d/diabetes,bayes,cat,tested_positive,614,154,3,4,74.68,64.58,20.75,58.49 c2d/diabetes,j48,cat,tested_positive,614,154,3,4,75.97,62.90,15.22,73.58 c2d/diabetes,nbk,cat,tested_positive,614,154,3,4,72.73,61.22,21.90,56.60 c2d/diabetes,oneR,cat,tested_positive,614,154,3,4,70.78,59.09,24.55,49.06 c2d/diabetes,bayes,cat,tested_positive,615,153,3,5,71.90,57.14,22.52,48.98 c2d/diabetes,j48,cat,tested_positive,615,153,3,5,73.20,59.09,21.10,53.06 c2d/diabetes,nbk,cat,tested_positive,615,153,3,5,72.55,60.61,24.17,40.82 c2d/diabetes,oneR,cat,tested_positive,615,153,3,5,67.97,50.00,26.89,34.69 c2d/diabetes,bayes,cat,tested_positive,614,153,4,1,73.86,64.41,20.21,66.67 c2d/diabetes,j48,cat,tested_positive,614,153,4,1,73.86,70.73,25.00,50.88 c2d/diabetes,nbk,cat,tested_positive,614,153,4,1,74.51,69.57,23.36,56.14 c2d/diabetes,oneR,cat,tested_positive,614,153,4,1,68.63,59.57,27.36,49.12 c2d/diabetes,bayes,cat,tested_positive,613,154,4,2,80.52,84.09,20.91,61.67 c2d/diabetes,j48,cat,tested_positive,613,154,4,2,71.43,65.38,25.49,56.67 c2d/diabetes,nbk,cat,tested_positive,613,154,4,2,79.87,87.18,22.61,56.67 c2d/diabetes,oneR,cat,tested_positive,613,154,4,2,70.78,69.23,28.70,45.00 c2d/diabetes,bayes,cat,tested_positive,614,153,4,3,71.90,63.41,25.00,48.15 c2d/diabetes,j48,cat,tested_positive,614,153,4,3,75.82,70.73,22.32,53.70 c2d/diabetes,nbk,cat,tested_positive,614,153,4,3,70.59,62.86,27.12,40.74 c2d/diabetes,oneR,cat,tested_positive,614,153,4,3,70.59,59.57,24.53,51.85 c2d/diabetes,bayes,cat,tested_positive,613,154,4,4,76.62,60.00,15.38,65.22 c2d/diabetes,j48,cat,tested_positive,613,154,4,4,72.73,53.85,17.65,60.87 c2d/diabetes,nbk,cat,tested_positive,613,154,4,4,74.68,57.78,18.35,56.52 c2d/diabetes,oneR,cat,tested_positive,613,154,4,4,74.68,58.54,19.47,52.17 c2d/diabetes,bayes,cat,tested_positive,614,153,4,5,77.78,67.39,17.76,62.00 c2d/diabetes,j48,cat,tested_positive,614,153,4,5,79.74,70.21,16.04,66.00 c2d/diabetes,nbk,cat,tested_positive,614,153,4,5,76.47,67.50,20.35,54.00 c2d/diabetes,oneR,cat,tested_positive,614,153,4,5,74.51,66.67,23.33,44.00 c2d/diabetes,bayes,cat,tested_positive,615,153,5,1,74.51,66.67,21.57,60.71 c2d/diabetes,j48,cat,tested_positive,615,153,5,1,78.43,67.16,12.79,80.36 c2d/diabetes,nbk,cat,tested_positive,615,153,5,1,81.70,85.00,19.47,60.71 c2d/diabetes,oneR,cat,tested_positive,615,153,5,1,71.90,67.57,26.72,44.64 c2d/diabetes,bayes,cat,tested_positive,614,154,5,2,69.48,53.06,22.86,52.00 c2d/diabetes,j48,cat,tested_positive,614,154,5,2,67.53,50.00,24.04,50.00 c2d/diabetes,nbk,cat,tested_positive,614,154,5,2,67.53,50.00,25.89,42.00 c2d/diabetes,oneR,cat,tested_positive,614,154,5,2,66.23,47.50,27.19,38.00 c2d/diabetes,bayes,cat,tested_positive,615,153,5,3,76.47,62.79,18.18,57.45 c2d/diabetes,j48,cat,tested_positive,615,153,5,3,78.43,64.58,15.24,65.96 c2d/diabetes,nbk,cat,tested_positive,615,153,5,3,74.51,63.33,22.76,40.43 c2d/diabetes,oneR,cat,tested_positive,615,153,5,3,75.16,63.64,21.67,44.68 c2d/diabetes,bayes,cat,tested_positive,614,154,5,4,73.38,64.81,22.00,61.40 c2d/diabetes,j48,cat,tested_positive,614,154,5,4,75.97,68.52,20.00,64.91 c2d/diabetes,nbk,cat,tested_positive,614,154,5,4,72.73,65.96,24.30,54.39 c2d/diabetes,oneR,cat,tested_positive,614,154,5,4,67.53,56.86,27.18,50.88 c2d/diabetes,bayes,cat,tested_positive,615,153,5,5,83.01,83.33,17.14,68.97 c2d/diabetes,j48,cat,tested_positive,615,153,5,5,78.43,76.60,20.75,62.07 c2d/diabetes,nbk,cat,tested_positive,615,153,5,5,79.08,77.08,20.00,63.79 c2d/diabetes,oneR,cat,tested_positive,615,153,5,5,75.82,76.92,24.56,51.72 c2d/diabetes,bayes,disctree,tested_positive,614,153,1,1,73.86,62.26,20.00,62.26 c2d/diabetes,j48,disctree,tested_positive,614,153,1,1,72.55,68.97,26.61,37.74 c2d/diabetes,nbk,disctree,tested_positive,614,153,1,1,73.86,62.26,20.00,62.26 c2d/diabetes,oneR,disctree,tested_positive,614,153,1,1,72.55,67.74,26.23,39.62 c2d/diabetes,bayes,disctree,tested_positive,613,154,1,2,77.92,69.64,17.35,69.64 c2d/diabetes,j48,disctree,tested_positive,613,154,1,2,72.73,67.50,25.44,48.21 c2d/diabetes,nbk,disctree,tested_positive,613,154,1,2,77.92,69.64,17.35,69.64 c2d/diabetes,oneR,disctree,tested_positive,613,154,1,2,72.73,67.50,25.44,48.21 c2d/diabetes,bayes,disctree,tested_positive,614,153,1,3,77.12,65.08,14.44,75.93 c2d/diabetes,j48,disctree,tested_positive,614,153,1,3,73.86,70.59,25.21,44.44 c2d/diabetes,nbk,disctree,tested_positive,614,153,1,3,77.12,65.08,14.44,75.93 c2d/diabetes,oneR,disctree,tested_positive,614,153,1,3,73.86,70.59,25.21,44.44 c2d/diabetes,bayes,disctree,tested_positive,613,154,1,4,71.43,58.33,20.21,64.81 c2d/diabetes,j48,disctree,tested_positive,613,154,1,4,67.53,54.55,27.27,44.44 c2d/diabetes,nbk,disctree,tested_positive,613,154,1,4,71.43,58.33,20.21,64.81 c2d/diabetes,oneR,disctree,tested_positive,613,154,1,4,67.53,54.17,26.42,48.15 c2d/diabetes,bayes,disctree,tested_positive,614,153,1,5,80.39,75.61,17.86,60.78 c2d/diabetes,j48,disctree,tested_positive,614,153,1,5,74.51,80.00,26.32,31.37 c2d/diabetes,nbk,disctree,tested_positive,614,153,1,5,80.39,75.61,17.86,60.78 c2d/diabetes,oneR,disctree,tested_positive,614,153,1,5,74.51,80.00,26.32,31.37 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,1,75.82,69.09,20.41,65.52 c2d/diabetes,j48,disctree,tested_positive,615,153,2,1,71.24,68.42,27.83,44.83 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,1,75.82,69.09,20.41,65.52 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,1,69.93,63.04,27.10,50.00 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,2,77.92,61.82,13.13,72.34 c2d/diabetes,j48,disctree,tested_positive,614,154,2,2,71.43,54.29,23.53,40.43 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,2,77.92,61.82,13.13,72.34 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,2,71.43,54.29,23.53,40.43 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,3,72.55,69.23,25.74,58.06 c2d/diabetes,j48,disctree,tested_positive,615,153,2,3,71.24,73.68,29.57,45.16 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,3,72.55,69.23,25.74,58.06 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,3,71.24,76.47,30.25,41.94 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,4,70.13,54.24,20.00,62.75 c2d/diabetes,j48,disctree,tested_positive,614,154,2,4,71.43,58.54,23.89,47.06 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,4,70.13,54.24,20.00,62.75 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,4,71.43,58.54,23.89,47.06 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,5,78.43,66.67,15.69,68.00 c2d/diabetes,j48,disctree,tested_positive,615,153,2,5,71.24,58.82,25.21,40.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,5,78.43,66.67,15.69,68.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,5,71.24,58.82,25.21,40.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,1,73.20,60.78,20.59,59.62 c2d/diabetes,j48,disctree,tested_positive,615,153,3,1,69.28,56.76,26.72,40.38 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,1,73.20,60.78,20.59,59.62 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,1,69.28,56.76,26.72,40.38 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,2,72.73,67.27,24.24,60.66 c2d/diabetes,j48,disctree,tested_positive,614,154,3,2,73.38,83.33,29.03,40.98 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,2,72.73,67.27,24.24,60.66 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,2,73.38,83.33,29.03,40.98 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,3,80.39,69.23,13.86,72.00 c2d/diabetes,j48,disctree,tested_positive,615,153,3,3,78.43,77.42,21.31,48.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,3,80.39,69.23,13.86,72.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,3,78.43,75.76,20.83,50.00 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,4,72.73,59.32,18.95,66.04 c2d/diabetes,j48,disctree,tested_positive,614,154,3,4,72.73,65.71,25.21,43.40 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,4,72.73,59.32,18.95,66.04 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,4,72.73,65.71,25.21,43.40 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,5,64.05,47.46,25.53,53.85 c2d/diabetes,j48,disctree,tested_positive,615,153,3,5,69.28,56.76,26.72,40.38 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,5,64.05,47.46,25.53,53.85 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,5,69.28,56.76,26.72,40.38 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,1,76.47,68.00,19.42,62.96 c2d/diabetes,j48,disctree,tested_positive,615,153,4,1,73.20,70.97,26.23,40.74 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,1,76.47,68.00,19.42,62.96 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,1,73.20,70.97,26.23,40.74 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,2,72.73,63.93,21.51,66.10 c2d/diabetes,j48,disctree,tested_positive,614,154,4,2,74.03,80.65,27.64,42.37 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,2,72.73,63.93,21.51,66.10 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,2,72.08,73.53,28.33,42.37 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,3,77.78,66.67,15.62,71.70 c2d/diabetes,j48,disctree,tested_positive,615,153,4,3,71.24,62.86,26.27,41.51 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,3,77.78,66.67,15.62,71.70 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,3,71.24,62.86,26.27,41.51 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,4,75.97,61.54,16.67,65.31 c2d/diabetes,j48,disctree,tested_positive,614,154,4,4,72.08,60.00,25.00,36.73 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,4,75.97,61.54,16.67,65.31 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,4,73.38,64.29,24.60,36.73 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,5,77.12,67.31,17.82,66.04 c2d/diabetes,j48,disctree,tested_positive,615,153,4,5,73.20,77.27,27.48,32.08 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,5,77.12,67.31,17.82,66.04 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,5,72.55,76.19,28.03,30.19 c2d/diabetes,bayes,disctree,tested_positive,614,153,5,1,73.20,59.32,18.09,67.31 c2d/diabetes,j48,disctree,tested_positive,614,153,5,1,69.93,57.14,25.23,46.15 c2d/diabetes,nbk,disctree,tested_positive,614,153,5,1,73.20,59.32,18.09,67.31 c2d/diabetes,oneR,disctree,tested_positive,614,153,5,1,71.90,61.54,24.56,46.15 c2d/diabetes,bayes,disctree,tested_positive,613,154,5,2,77.27,57.69,12.75,69.77 c2d/diabetes,j48,disctree,tested_positive,613,154,5,2,74.68,54.76,17.86,53.49 c2d/diabetes,nbk,disctree,tested_positive,613,154,5,2,77.27,57.69,12.75,69.77 c2d/diabetes,oneR,disctree,tested_positive,613,154,5,2,74.68,54.76,17.86,53.49 c2d/diabetes,bayes,disctree,tested_positive,614,153,5,3,76.47,76.60,23.58,59.02 c2d/diabetes,j48,disctree,tested_positive,614,153,5,3,67.32,73.91,33.85,27.87 c2d/diabetes,nbk,disctree,tested_positive,614,153,5,3,76.47,76.60,23.58,59.02 c2d/diabetes,oneR,disctree,tested_positive,614,153,5,3,67.32,73.91,33.85,27.87 c2d/diabetes,bayes,disctree,tested_positive,613,154,5,4,71.43,60.00,20.22,68.42 c2d/diabetes,j48,disctree,tested_positive,613,154,5,4,67.53,58.97,29.57,40.35 c2d/diabetes,nbk,disctree,tested_positive,613,154,5,4,71.43,60.00,20.22,68.42 c2d/diabetes,oneR,disctree,tested_positive,613,154,5,4,68.18,61.76,30.00,36.84 c2d/diabetes,bayes,disctree,tested_positive,614,153,5,5,77.12,70.00,19.42,63.64 c2d/diabetes,j48,disctree,tested_positive,614,153,5,5,71.90,73.08,28.35,34.55 c2d/diabetes,nbk,disctree,tested_positive,614,153,5,5,77.12,70.00,19.42,63.64 c2d/diabetes,oneR,disctree,tested_positive,614,153,5,5,71.90,77.27,29.01,30.91 c2d/diabetes,bayes,tbin,tested_positive,613,153,1,1,71.90,60.42,22.86,54.72 c2d/diabetes,j48,tbin,tested_positive,613,153,1,1,74.51,67.50,23.01,50.94 c2d/diabetes,nbk,tbin,tested_positive,613,153,1,1,71.90,60.42,22.86,54.72 c2d/diabetes,oneR,tbin,tested_positive,613,153,1,1,71.90,67.86,27.20,35.85 c2d/diabetes,bayes,tbin,tested_positive,612,154,1,2,79.22,67.44,16.22,61.70 c2d/diabetes,j48,tbin,tested_positive,612,154,1,2,73.38,56.25,18.87,57.45 c2d/diabetes,nbk,tbin,tested_positive,612,154,1,2,79.22,67.44,16.22,61.70 c2d/diabetes,oneR,tbin,tested_positive,612,154,1,2,75.97,70.83,23.08,36.17 c2d/diabetes,bayes,tbin,tested_positive,613,153,1,3,75.82,66.67,18.75,67.86 c2d/diabetes,j48,tbin,tested_positive,613,153,1,3,73.86,69.05,24.32,51.79 c2d/diabetes,nbk,tbin,tested_positive,613,153,1,3,75.82,66.67,18.75,67.86 c2d/diabetes,oneR,tbin,tested_positive,613,153,1,3,69.93,65.62,28.93,37.50 c2d/diabetes,bayes,tbin,tested_positive,612,154,1,4,76.62,67.31,18.63,64.81 c2d/diabetes,j48,tbin,tested_positive,612,154,1,4,80.52,78.57,18.75,61.11 c2d/diabetes,nbk,tbin,tested_positive,612,154,1,4,76.62,67.31,18.63,64.81 c2d/diabetes,oneR,tbin,tested_positive,612,154,1,4,75.97,66.67,19.42,62.96 c2d/diabetes,bayes,tbin,tested_positive,614,152,1,5,69.08,58.33,23.91,61.40 c2d/diabetes,j48,tbin,tested_positive,614,152,1,5,71.71,67.50,26.79,47.37 c2d/diabetes,nbk,tbin,tested_positive,614,152,1,5,69.08,58.33,23.91,61.40 c2d/diabetes,oneR,tbin,tested_positive,614,152,1,5,72.37,77.78,28.80,36.84 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,1,78.43,70.37,17.17,69.09 c2d/diabetes,j48,tbin,tested_positive,615,153,2,1,76.47,73.17,22.32,54.55 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,1,78.43,70.37,17.17,69.09 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,1,73.86,74.19,26.23,41.82 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,2,77.27,68.75,18.87,62.26 c2d/diabetes,j48,tbin,tested_positive,614,154,2,2,75.32,69.23,22.61,50.94 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,2,77.27,68.75,18.87,62.26 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,2,72.08,61.36,23.64,50.94 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,3,77.12,69.09,18.37,67.86 c2d/diabetes,j48,tbin,tested_positive,615,153,2,3,72.55,63.46,22.77,58.93 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,3,77.12,69.09,18.37,67.86 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,3,75.16,78.12,25.62,44.64 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,4,72.08,63.04,24.07,52.73 c2d/diabetes,j48,tbin,tested_positive,614,154,2,4,74.68,68.18,22.73,54.55 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,4,72.08,63.04,24.07,52.73 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,4,73.38,75.00,26.98,38.18 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,5,72.55,56.25,20.00,56.25 c2d/diabetes,j48,tbin,tested_positive,615,153,2,5,72.55,57.50,22.12,47.92 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,5,72.55,56.25,20.00,56.25 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,5,71.90,60.00,25.78,31.25 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,1,79.74,75.00,18.35,62.26 c2d/diabetes,j48,tbin,tested_positive,615,153,3,1,77.78,70.21,18.87,62.26 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,1,79.74,75.00,18.35,62.26 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,1,77.12,82.14,24.00,43.40 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,2,72.73,63.04,23.15,53.70 c2d/diabetes,j48,tbin,tested_positive,614,154,3,2,77.27,75.68,22.22,51.85 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,2,72.73,63.04,23.15,53.70 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,2,74.68,80.00,26.36,37.04 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,3,64.05,45.28,26.00,48.00 c2d/diabetes,j48,tbin,tested_positive,615,153,3,3,69.93,54.17,22.86,52.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,3,64.05,45.28,26.00,48.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,3,67.32,50.00,29.13,26.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,4,77.27,70.59,19.42,64.29 c2d/diabetes,j48,tbin,tested_positive,614,154,3,4,72.08,61.82,22.22,60.71 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,4,77.27,70.59,19.42,64.29 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,4,72.73,63.46,22.55,58.93 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,5,80.39,74.51,16.67,69.09 c2d/diabetes,j48,tbin,tested_positive,615,153,3,5,75.16,67.35,21.15,60.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,5,80.39,74.51,16.67,69.09 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,5,71.24,59.65,21.88,61.82 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,1,78.43,68.00,16.50,66.67 c2d/diabetes,j48,tbin,tested_positive,615,153,4,1,77.78,71.79,20.18,54.90 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,1,78.43,68.00,16.50,66.67 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,1,75.82,75.00,24.00,41.18 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,2,75.32,63.83,19.63,58.82 c2d/diabetes,j48,tbin,tested_positive,614,154,4,2,74.68,62.50,19.81,58.82 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,2,75.32,63.83,19.63,58.82 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,2,72.08,57.14,19.39,62.75 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,3,75.16,61.54,17.82,64.00 c2d/diabetes,j48,tbin,tested_positive,615,153,4,3,75.82,64.44,19.44,58.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,3,75.16,61.54,17.82,64.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,3,71.90,56.86,20.59,58.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,4,72.08,69.05,26.79,49.15 c2d/diabetes,j48,tbin,tested_positive,614,154,4,4,75.97,76.19,24.11,54.24 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,4,72.08,69.05,26.79,49.15 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,4,72.73,79.31,28.80,38.98 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,5,72.55,62.71,21.28,64.91 c2d/diabetes,j48,tbin,tested_positive,615,153,4,5,65.36,55.88,31.93,33.33 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,5,72.55,62.71,21.28,64.91 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,5,68.63,68.00,31.25,29.82 c2d/diabetes,bayes,tbin,tested_positive,614,153,5,1,71.90,68.97,26.32,61.54 c2d/diabetes,j48,tbin,tested_positive,614,153,5,1,69.93,72.09,30.91,47.69 c2d/diabetes,nbk,tbin,tested_positive,614,153,5,1,71.90,68.97,26.32,61.54 c2d/diabetes,oneR,tbin,tested_positive,614,153,5,1,71.90,78.95,30.43,46.15 c2d/diabetes,bayes,tbin,tested_positive,613,154,5,2,74.68,61.54,18.63,62.75 c2d/diabetes,j48,tbin,tested_positive,613,154,5,2,71.43,58.97,24.35,45.10 c2d/diabetes,nbk,tbin,tested_positive,613,154,5,2,74.68,61.54,18.63,62.75 c2d/diabetes,oneR,tbin,tested_positive,613,154,5,2,70.13,54.55,21.21,58.82 c2d/diabetes,bayes,tbin,tested_positive,614,153,5,3,78.43,71.11,18.52,61.54 c2d/diabetes,j48,tbin,tested_positive,614,153,5,3,75.82,75.86,24.19,42.31 c2d/diabetes,nbk,tbin,tested_positive,614,153,5,3,78.43,71.11,18.52,61.54 c2d/diabetes,oneR,tbin,tested_positive,614,153,5,3,77.12,81.48,23.81,42.31 c2d/diabetes,bayes,tbin,tested_positive,613,154,5,4,75.97,63.46,17.65,64.71 c2d/diabetes,j48,tbin,tested_positive,613,154,5,4,71.43,58.54,23.89,47.06 c2d/diabetes,nbk,tbin,tested_positive,613,154,5,4,75.97,63.46,17.65,64.71 c2d/diabetes,oneR,tbin,tested_positive,613,154,5,4,72.73,69.57,26.72,31.37 c2d/diabetes,bayes,tbin,tested_positive,614,153,5,5,75.82,63.04,18.69,59.18 c2d/diabetes,j48,tbin,tested_positive,614,153,5,5,76.47,66.67,20.18,53.06 c2d/diabetes,nbk,tbin,tested_positive,614,153,5,5,75.82,63.04,18.69,59.18 c2d/diabetes,oneR,tbin,tested_positive,614,153,5,5,73.20,64.29,24.80,36.73 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,1,1,78.43,64.15,14.00,70.83 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,1,1,77.78,64.58,16.19,64.58 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,1,1,78.43,64.15,14.00,70.83 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,1,1,71.24,54.00,20.39,56.25 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,1,2,77.92,64.00,15.38,66.67 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,1,2,77.27,63.83,16.82,62.50 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,1,2,77.92,64.00,15.38,66.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,1,2,79.22,80.77,21.09,43.75 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,1,3,79.08,72.58,16.48,75.00 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,1,3,77.12,76.60,22.64,60.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,1,3,79.08,72.58,16.48,75.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,1,3,71.24,76.67,30.08,38.33 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,1,4,77.27,71.74,20.37,60.00 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,1,4,77.27,72.73,20.91,58.18 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,1,4,77.27,71.74,20.37,60.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,1,4,74.03,89.47,28.15,30.91 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,1,5,74.51,65.45,20.41,64.29 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,1,5,73.20,68.29,25.00,50.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,1,5,74.51,65.45,20.41,64.29 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,1,5,71.90,74.07,28.57,35.71 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,2,1,78.43,69.57,17.76,62.75 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,2,1,79.74,71.74,16.82,64.71 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,2,1,78.43,69.57,17.76,62.75 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,2,1,77.12,80.77,23.62,41.18 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,2,2,77.27,59.32,11.58,76.09 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,2,2,79.87,65.31,13.33,69.57 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,2,2,77.27,59.32,11.58,76.09 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,2,2,76.62,69.23,21.88,39.13 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,2,3,77.78,78.43,22.55,63.49 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,2,3,71.90,73.81,28.83,49.21 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,2,3,77.78,78.43,22.55,63.49 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,2,3,70.59,84.62,32.28,34.92 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,2,4,75.32,67.24,19.79,67.24 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,2,4,77.27,72.55,20.39,63.79 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,2,4,75.32,67.24,19.79,67.24 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,2,4,72.08,77.78,29.13,36.21 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,2,5,79.08,68.75,16.19,66.00 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,2,5,81.70,77.50,16.81,62.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,2,5,79.08,68.75,16.19,66.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,2,5,77.12,94.12,25.00,32.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,79.08,70.00,16.50,67.31 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,75.82,66.67,20.37,57.69 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,79.08,70.00,16.50,67.31 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,75.16,85.00,26.32,32.69 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,76.62,69.35,18.48,71.67 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,72.73,67.31,24.51,58.33 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,76.62,69.35,18.48,71.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,74.03,83.33,28.23,41.67 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,79.08,70.83,17.14,65.38 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,81.70,77.27,16.51,65.38 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,79.08,70.83,17.14,65.38 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,77.78,90.91,24.43,38.46 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,76.62,67.31,18.63,64.81 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,75.32,67.39,21.30,57.41 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,76.62,67.31,18.63,64.81 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,73.38,70.97,26.02,40.74 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,78.43,65.38,14.85,69.39 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,75.16,59.32,14.89,71.43 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,78.43,65.38,14.85,69.39 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,73.86,73.68,26.12,28.57 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,1,78.43,69.81,17.00,68.52 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,1,80.39,77.27,18.35,62.96 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,1,78.43,69.81,17.00,68.52 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,1,75.82,84.00,25.78,38.89 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,2,75.97,62.00,17.31,63.27 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,2,77.92,70.27,19.66,53.06 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,2,75.97,62.00,17.31,63.27 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,2,70.13,52.83,20.79,57.14 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,3,79.74,68.33,12.90,77.36 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,3,78.43,68.52,16.16,69.81 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,3,79.74,68.33,12.90,77.36 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,3,73.20,75.00,27.13,33.96 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,4,75.97,69.23,20.59,63.16 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,4,75.32,70.21,22.43,57.89 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,4,75.97,69.23,20.59,63.16 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,4,71.43,76.00,29.46,33.33 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,5,81.70,76.00,15.53,70.37 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,5,77.12,66.67,16.67,70.37 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,5,81.70,76.00,15.53,70.37 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,5,75.16,83.33,26.36,37.04 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,5,1,77.78,66.67,16.16,69.23 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,5,1,81.05,76.74,17.27,63.46 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,5,1,77.78,66.67,16.16,69.23 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,5,1,75.82,82.61,25.38,36.54 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,5,2,82.47,76.92,14.71,72.73 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,5,2,80.52,75.51,17.14,67.27 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,5,2,82.47,76.92,14.71,72.73 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,5,2,73.38,76.92,27.34,36.36 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,5,3,77.78,71.15,18.81,66.07 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,5,3,75.82,69.39,21.15,60.71 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,5,3,77.78,71.15,18.81,66.07 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,5,3,72.55,75.00,28.00,37.50 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,5,4,78.57,70.91,17.17,69.64 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,5,4,78.57,72.55,18.45,66.07 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,5,4,78.57,70.91,17.17,69.64 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,5,4,72.08,78.26,29.01,32.14 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,5,5,72.55,56.00,19.42,58.33 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,5,5,73.86,59.09,20.18,54.17 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,5,5,72.55,56.00,19.42,58.33 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,5,5,73.20,55.74,15.22,70.83 /home/donaldb/var/weka/xval.9999 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,83.33,80.00,14.29,80.00 e2i/heart-c,j48,cat,>50_1,243,60,1,1,80.00,78.26,18.92,72.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,85.00,80.77,11.76,84.00 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,61.67,53.85,32.35,56.00 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,83.61,73.33,6.45,91.67 e2i/heart-c,j48,cat,>50_1,242,61,1,2,78.69,70.37,14.71,79.17 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,86.89,78.57,6.06,91.67 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,77.05,70.83,18.92,70.83 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,78.33,76.92,20.59,74.07 e2i/heart-c,j48,cat,>50_1,243,60,1,3,70.00,66.67,27.27,66.67 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,75.00,73.08,23.53,70.37 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,68.33,63.33,26.67,70.37 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,85.25,88.89,17.65,80.00 e2i/heart-c,j48,cat,>50_1,242,61,1,4,85.25,81.82,10.71,90.00 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,88.52,89.66,12.50,86.67 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,73.77,75.00,27.27,70.00 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,86.67,96.00,20.00,77.42 e2i/heart-c,j48,cat,>50_1,243,60,1,5,75.00,76.67,26.67,74.19 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,85.00,95.83,22.22,74.19 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,66.67,76.19,38.46,51.61 e2i/heart-c,bayes,cat,>50_1,243,60,2,1,78.33,77.42,20.69,80.00 e2i/heart-c,j48,cat,>50_1,243,60,2,1,76.67,78.57,25.00,73.33 e2i/heart-c,nbk,cat,>50_1,243,60,2,1,76.67,76.67,23.33,76.67 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e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,3,4,85.25,82.14,12.12,85.19 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,3,4,81.97,76.67,12.90,85.19 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,3,4,85.25,82.14,12.12,85.19 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,4,77.05,74.07,20.59,74.07 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,90.00,93.75,11.36,75.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,83.33,75.00,12.50,75.00 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,90.00,93.75,11.36,75.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,75.00,58.62,9.68,85.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,85.00,87.10,17.24,84.38 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,68.33,72.41,35.48,65.62 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,85.00,87.10,17.24,84.38 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,66.67,71.43,37.50,62.50 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,78.69,86.67,22.22,56.52 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,73.77,66.67,22.50,60.87 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,78.69,86.67,22.22,56.52 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,68.85,59.09,25.64,56.52 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,78.33,82.14,25.00,74.19 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,75.00,90.00,32.50,58.06 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,78.33,82.14,25.00,74.19 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,66.67,65.71,32.00,74.19 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,83.61,76.67,9.68,88.46 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,78.69,72.41,15.62,80.77 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,83.61,76.67,9.68,88.46 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,73.77,66.67,19.35,76.92 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,91.67,88.89,6.06,92.31 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,75.00,68.97,19.35,76.92 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,91.67,88.89,6.06,92.31 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,75.00,70.37,21.21,73.08 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,80.00,80.00,17.65,76.92 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,80.00,79.17,19.44,73.08 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,80.00,80.00,17.65,76.92 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,63.33,60.00,35.00,46.15 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,80.33,88.24,29.63,78.95 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,77.05,85.29,33.33,76.32 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,80.33,88.24,29.63,78.95 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,75.41,84.85,35.71,73.68 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,93.33,92.31,5.88,92.31 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,88.33,91.30,13.51,80.77 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,93.33,92.31,5.88,92.31 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,80.00,81.82,21.05,69.23 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,81.97,84.00,19.44,75.00 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,78.69,82.61,23.68,67.86 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,81.97,84.00,19.44,75.00 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,72.13,68.97,25.00,71.43 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,86.67,76.19,7.69,84.21 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,78.33,61.54,8.82,84.21 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,86.67,76.19,7.69,84.21 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,76.67,60.00,11.43,78.95 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,236,58,1,1,82.76,78.95,15.38,71.43 e2i/heart-h,j48,cat,>50_1,236,58,1,1,82.76,78.95,15.38,71.43 e2i/heart-h,nbk,cat,>50_1,236,58,1,1,81.03,77.78,17.50,66.67 e2i/heart-h,oneR,cat,>50_1,236,58,1,1,84.48,87.50,16.67,66.67 e2i/heart-h,bayes,cat,>50_1,235,59,1,2,81.36,73.68,15.00,70.00 e2i/heart-h,j48,cat,>50_1,235,59,1,2,74.58,61.90,18.42,65.00 e2i/heart-h,nbk,cat,>50_1,235,59,1,2,81.36,76.47,16.67,65.00 e2i/heart-h,oneR,cat,>50_1,235,59,1,2,76.27,66.67,19.51,60.00 e2i/heart-h,bayes,cat,>50_1,235,59,1,3,89.83,82.35,7.14,82.35 e2i/heart-h,j48,cat,>50_1,235,59,1,3,79.66,72.73,18.75,47.06 e2i/heart-h,nbk,cat,>50_1,235,59,1,3,88.14,81.25,9.30,76.47 e2i/heart-h,oneR,cat,>50_1,235,59,1,3,83.05,70.59,11.90,70.59 e2i/heart-h,bayes,cat,>50_1,235,59,1,4,83.05,84.62,18.18,78.57 e2i/heart-h,j48,cat,>50_1,235,59,1,4,72.88,87.50,32.56,50.00 e2i/heart-h,nbk,cat,>50_1,235,59,1,4,77.97,82.61,25.00,67.86 e2i/heart-h,oneR,cat,>50_1,235,59,1,4,74.58,84.21,30.00,57.14 e2i/heart-h,bayes,cat,>50_1,236,58,1,5,86.21,80.00,10.53,80.00 e2i/heart-h,j48,cat,>50_1,236,58,1,5,86.21,80.00,10.53,80.00 e2i/heart-h,nbk,cat,>50_1,236,58,1,5,87.93,84.21,10.26,80.00 e2i/heart-h,oneR,cat,>50_1,236,58,1,5,86.21,80.00,10.53,80.00 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,77.59,77.42,22.22,80.00 e2i/heart-h,j48,cat,>50_1,236,58,2,1,79.31,80.00,21.43,80.00 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,84.48,86.21,17.24,83.33 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,74.14,82.61,31.43,63.33 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,79.66,56.25,11.63,64.29 e2i/heart-h,j48,cat,>50_1,235,59,2,2,79.66,57.14,13.33,57.14 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,83.05,66.67,12.77,57.14 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,79.66,58.33,14.89,50.00 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,89.83,89.47,10.00,80.95 e2i/heart-h,j48,cat,>50_1,235,59,2,3,88.14,93.75,13.95,71.43 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,89.83,94.12,11.90,76.19 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,83.05,86.67,18.18,61.90 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,89.83,88.00,8.82,88.00 e2i/heart-h,j48,cat,>50_1,235,59,2,4,83.05,82.61,16.67,76.00 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,88.14,87.50,11.43,84.00 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,84.75,83.33,14.29,80.00 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,79.31,66.67,17.39,50.00 e2i/heart-h,j48,cat,>50_1,236,58,2,5,75.86,60.00,20.83,37.50 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,79.31,70.00,18.75,43.75 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,82.76,75.00,15.22,56.25 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,87.93,85.00,10.53,80.95 e2i/heart-h,j48,cat,>50_1,236,58,3,1,86.21,88.24,14.63,71.43 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,86.21,88.24,14.63,71.43 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,86.21,88.24,14.63,71.43 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,86.44,80.00,10.26,80.00 e2i/heart-h,j48,cat,>50_1,235,59,3,2,77.97,73.33,20.45,55.00 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,88.14,84.21,10.00,80.00 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,76.27,71.43,22.22,50.00 e2i/heart-h,bayes,cat,>50_1,235,59,3,3,79.66,80.00,20.59,74.07 e2i/heart-h,j48,cat,>50_1,235,59,3,3,72.88,76.19,28.95,59.26 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,81.36,86.36,21.62,70.37 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,79.66,82.61,22.22,70.37 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,83.05,75.00,12.82,75.00 e2i/heart-h,j48,cat,>50_1,235,59,3,4,77.97,68.42,17.50,65.00 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,81.36,73.68,15.00,70.00 e2i/heart-h,oneR,cat,>50_1,235,59,3,4,79.66,70.00,15.38,70.00 e2i/heart-h,bayes,cat,>50_1,236,58,3,5,87.93,78.95,7.69,83.33 e2i/heart-h,j48,cat,>50_1,236,58,3,5,74.14,57.14,16.22,66.67 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,87.93,82.35,9.76,77.78 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,81.03,70.59,14.63,66.67 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,86.21,88.89,15.00,72.73 e2i/heart-h,j48,cat,>50_1,236,58,4,1,82.76,92.86,20.45,59.09 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,84.48,88.24,17.07,68.18 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,84.48,93.33,18.60,63.64 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,81.36,71.43,13.16,75.00 e2i/heart-h,j48,cat,>50_1,235,59,4,2,81.36,71.43,13.16,75.00 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,84.75,78.95,12.50,75.00 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,77.97,68.42,17.50,65.00 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,77.97,85.71,26.32,64.29 e2i/heart-h,j48,cat,>50_1,235,59,4,3,69.49,81.25,34.88,46.43 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,77.97,89.47,27.50,60.71 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,74.58,80.95,28.95,60.71 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e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,5,5,84.48,80.00,13.16,76.19 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,5,79.31,73.68,17.95,66.67 /home/donaldb/var/weka/xval.22626 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,87.14,90.24,17.24,88.10 e2i/ionosphere,j48,cat,g,281,70,1,1,98.57,97.67,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,1,94.29,93.18,3.85,97.62 e2i/ionosphere,oneR,cat,g,281,70,1,1,85.71,83.33,9.09,95.24 e2i/ionosphere,bayes,cat,g,281,70,1,2,72.86,90.62,42.11,64.44 e2i/ionosphere,j48,cat,g,281,70,1,2,88.57,89.36,13.04,93.33 e2i/ionosphere,nbk,cat,g,281,70,1,2,84.29,94.74,28.12,80.00 e2i/ionosphere,oneR,cat,g,281,70,1,2,82.86,88.37,25.93,84.44 e2i/ionosphere,bayes,cat,g,281,70,1,3,78.57,89.74,35.48,76.09 e2i/ionosphere,j48,cat,g,281,70,1,3,91.43,93.48,12.50,93.48 e2i/ionosphere,nbk,cat,g,281,70,1,3,92.86,93.62,8.70,95.65 e2i/ionosphere,oneR,cat,g,281,70,1,3,82.86,84.00,20.00,91.30 e2i/ionosphere,bayes,cat,g,281,70,1,4,85.71,88.10,17.86,88.10 e2i/ionosphere,j48,cat,g,281,70,1,4,91.43,89.13,4.17,97.62 e2i/ionosphere,nbk,cat,g,281,70,1,4,92.86,91.11,4.00,97.62 e2i/ionosphere,oneR,cat,g,281,70,1,4,81.43,80.85,17.39,90.48 e2i/ionosphere,bayes,cat,g,281,70,1,5,87.14,97.62,28.57,83.67 e2i/ionosphere,j48,cat,g,281,70,1,5,81.43,90.91,34.62,81.63 e2i/ionosphere,nbk,cat,g,281,70,1,5,92.86,97.83,16.67,91.84 e2i/ionosphere,oneR,cat,g,281,70,1,5,77.14,85.11,39.13,81.63 e2i/ionosphere,bayes,cat,g,281,70,2,1,90.00,93.02,14.81,90.91 e2i/ionosphere,j48,cat,g,281,70,2,1,92.86,95.35,11.11,93.18 e2i/ionosphere,nbk,cat,g,281,70,2,1,92.86,95.35,11.11,93.18 e2i/ionosphere,oneR,cat,g,281,70,2,1,87.14,92.68,20.69,86.36 e2i/ionosphere,bayes,cat,g,281,70,2,2,78.57,90.70,40.74,78.00 e2i/ionosphere,j48,cat,g,281,70,2,2,92.86,90.91,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,2,2,85.71,91.67,27.27,88.00 e2i/ionosphere,oneR,cat,g,281,70,2,2,81.43,82.46,23.08,94.00 e2i/ionosphere,bayes,cat,g,281,70,2,3,88.57,90.91,15.38,90.91 e2i/ionosphere,j48,cat,g,281,70,2,3,91.43,89.58,4.55,97.73 e2i/ionosphere,nbk,cat,g,281,70,2,3,95.71,93.62,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,2,3,81.43,81.63,19.05,90.91 e2i/ionosphere,bayes,cat,g,281,70,2,4,71.43,90.00,42.50,61.36 e2i/ionosphere,j48,cat,g,281,70,2,4,97.14,95.65,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,2,4,88.57,92.86,17.86,88.64 e2i/ionosphere,oneR,cat,g,281,70,2,4,85.71,86.96,16.67,90.91 e2i/ionosphere,bayes,cat,g,281,70,2,5,87.14,94.74,21.88,83.72 e2i/ionosphere,j48,cat,g,281,70,2,5,91.43,91.11,8.00,95.35 e2i/ionosphere,nbk,cat,g,281,70,2,5,94.29,97.56,10.34,93.02 e2i/ionosphere,oneR,cat,g,281,70,2,5,88.57,87.23,8.70,95.35 e2i/ionosphere,bayes,cat,g,281,70,3,1,81.43,94.74,34.38,76.60 e2i/ionosphere,j48,cat,g,281,70,3,1,94.29,97.78,12.00,93.62 e2i/ionosphere,nbk,cat,g,281,70,3,1,90.00,95.45,19.23,89.36 e2i/ionosphere,oneR,cat,g,281,70,3,1,81.43,84.00,25.00,89.36 e2i/ionosphere,bayes,cat,g,281,70,3,2,78.57,87.18,32.26,77.27 e2i/ionosphere,j48,cat,g,281,70,3,2,92.86,93.33,8.00,95.45 e2i/ionosphere,nbk,cat,g,281,70,3,2,90.00,91.11,12.00,93.18 e2i/ionosphere,oneR,cat,g,281,70,3,2,77.14,76.92,22.22,90.91 e2i/ionosphere,bayes,cat,g,281,70,3,3,87.14,87.50,13.64,93.33 e2i/ionosphere,j48,cat,g,281,70,3,3,91.43,88.24,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,3,3,92.86,90.00,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,3,3,87.14,84.62,5.56,97.78 e2i/ionosphere,bayes,cat,g,281,70,3,4,82.86,97.14,31.43,75.56 e2i/ionosphere,j48,cat,g,281,70,3,4,91.43,91.49,8.70,95.56 e2i/ionosphere,nbk,cat,g,281,70,3,4,94.29,97.67,11.11,93.33 e2i/ionosphere,oneR,cat,g,281,70,3,4,87.14,97.37,25.00,82.22 e2i/ionosphere,bayes,cat,g,281,70,3,5,78.57,89.19,33.33,75.00 e2i/ionosphere,j48,cat,g,281,70,3,5,88.57,87.50,9.09,95.45 e2i/ionosphere,nbk,cat,g,281,70,3,5,91.43,95.24,14.29,90.91 e2i/ionosphere,oneR,cat,g,281,70,3,5,81.43,79.25,11.76,95.45 e2i/ionosphere,bayes,cat,g,281,70,4,1,88.57,97.06,19.44,82.50 e2i/ionosphere,j48,cat,g,281,70,4,1,88.57,92.11,15.62,87.50 e2i/ionosphere,nbk,cat,g,281,70,4,1,98.57,100.00,3.23,97.50 e2i/ionosphere,oneR,cat,g,281,70,4,1,85.71,84.09,11.54,92.50 e2i/ionosphere,bayes,cat,g,281,70,4,2,82.86,91.67,26.47,78.57 e2i/ionosphere,j48,cat,g,281,70,4,2,91.43,87.50,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,4,2,92.86,95.12,10.34,92.86 e2i/ionosphere,oneR,cat,g,281,70,4,2,80.00,85.00,26.67,80.95 e2i/ionosphere,bayes,cat,g,281,70,4,3,75.71,84.78,41.67,79.59 e2i/ionosphere,j48,cat,g,281,70,4,3,82.86,86.27,26.32,89.80 e2i/ionosphere,nbk,cat,g,281,70,4,3,87.14,90.00,20.00,91.84 e2i/ionosphere,oneR,cat,g,281,70,4,3,77.14,81.13,35.29,87.76 e2i/ionosphere,bayes,cat,g,281,70,4,4,85.71,95.12,27.59,82.98 e2i/ionosphere,j48,cat,g,281,70,4,4,90.00,93.48,16.67,91.49 e2i/ionosphere,nbk,cat,g,281,70,4,4,95.71,97.83,8.33,95.74 e2i/ionosphere,oneR,cat,g,281,70,4,4,87.14,95.24,25.00,85.11 e2i/ionosphere,bayes,cat,g,281,70,4,5,81.43,90.48,32.14,80.85 e2i/ionosphere,j48,cat,g,281,70,4,5,90.00,91.67,13.64,93.62 e2i/ionosphere,nbk,cat,g,281,70,4,5,90.00,91.67,13.64,93.62 e2i/ionosphere,oneR,cat,g,281,70,4,5,81.43,81.48,18.75,93.62 e2i/ionosphere,bayes,cat,g,281,70,5,1,84.29,91.18,22.22,79.49 e2i/ionosphere,j48,cat,g,281,70,5,1,88.57,87.80,10.34,92.31 e2i/ionosphere,nbk,cat,g,281,70,5,1,92.86,94.74,9.38,92.31 e2i/ionosphere,oneR,cat,g,281,70,5,1,75.71,77.50,26.67,79.49 e2i/ionosphere,bayes,cat,g,281,70,5,2,87.14,93.75,27.27,88.24 e2i/ionosphere,j48,cat,g,281,70,5,2,82.86,93.33,36.00,82.35 e2i/ionosphere,nbk,cat,g,281,70,5,2,91.43,94.12,15.79,94.12 e2i/ionosphere,oneR,cat,g,281,70,5,2,91.43,92.45,11.76,96.08 e2i/ionosphere,bayes,cat,g,281,70,5,3,81.43,82.93,20.69,85.00 e2i/ionosphere,j48,cat,g,281,70,5,3,90.00,85.11,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,5,3,90.00,86.67,4.00,97.50 e2i/ionosphere,oneR,cat,g,281,70,5,3,80.00,77.08,13.64,92.50 e2i/ionosphere,bayes,cat,g,281,70,5,4,80.00,97.30,39.39,73.47 e2i/ionosphere,j48,cat,g,281,70,5,4,97.14,97.96,4.76,97.96 e2i/ionosphere,nbk,cat,g,281,70,5,4,95.71,97.92,9.09,95.92 e2i/ionosphere,oneR,cat,g,281,70,5,4,90.00,90.38,11.11,95.92 e2i/ionosphere,bayes,cat,g,281,70,5,5,78.57,91.89,36.36,73.91 e2i/ionosphere,j48,cat,g,281,70,5,5,88.57,93.18,19.23,89.13 e2i/ionosphere,nbk,cat,g,281,70,5,5,91.43,95.45,15.38,91.30 e2i/ionosphere,oneR,cat,g,281,70,5,5,74.29,80.43,37.50,80.43 e2i/ionosphere,bayes,disctree,g,281,70,1,1,87.14,87.23,13.04,93.18 e2i/ionosphere,j48,disctree,g,281,70,1,1,80.00,85.71,28.57,81.82 e2i/ionosphere,nbk,disctree,g,281,70,1,1,87.14,87.23,13.04,93.18 e2i/ionosphere,oneR,disctree,g,281,70,1,1,82.86,84.78,20.83,88.64 e2i/ionosphere,bayes,disctree,g,281,70,1,2,92.86,95.24,10.71,93.02 e2i/ionosphere,j48,disctree,g,281,70,1,2,84.29,88.10,21.43,86.05 e2i/ionosphere,nbk,disctree,g,281,70,1,2,92.86,95.24,10.71,93.02 e2i/ionosphere,oneR,disctree,g,281,70,1,2,81.43,85.71,25.00,83.72 e2i/ionosphere,bayes,disctree,g,281,70,1,3,85.71,83.33,9.09,95.24 e2i/ionosphere,j48,disctree,g,281,70,1,3,88.57,85.42,4.55,97.62 e2i/ionosphere,nbk,disctree,g,281,70,1,3,85.71,83.33,9.09,95.24 e2i/ionosphere,oneR,disctree,g,281,70,1,3,82.86,81.25,13.64,92.86 e2i/ionosphere,bayes,disctree,g,281,70,1,4,91.43,93.75,13.64,93.75 e2i/ionosphere,j48,disctree,g,281,70,1,4,92.86,95.74,13.04,93.75 e2i/ionosphere,nbk,disctree,g,281,70,1,4,91.43,93.75,13.64,93.75 e2i/ionosphere,oneR,disctree,g,281,70,1,4,88.57,91.67,18.18,91.67 e2i/ionosphere,bayes,disctree,g,281,70,1,5,88.57,90.00,15.00,93.75 e2i/ionosphere,j48,disctree,g,281,70,1,5,92.86,93.88,9.52,95.83 e2i/ionosphere,nbk,disctree,g,281,70,1,5,88.57,90.00,15.00,93.75 e2i/ionosphere,oneR,disctree,g,281,70,1,5,82.86,82.14,14.29,95.83 e2i/ionosphere,bayes,disctree,g,281,70,2,1,88.57,88.64,11.54,92.86 e2i/ionosphere,j48,disctree,g,281,70,2,1,88.57,88.64,11.54,92.86 e2i/ionosphere,nbk,disctree,g,281,70,2,1,88.57,88.64,11.54,92.86 e2i/ionosphere,oneR,disctree,g,281,70,2,1,80.00,75.00,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,2,91.43,90.57,5.88,97.96 e2i/ionosphere,j48,disctree,g,281,70,2,2,84.29,86.54,22.22,91.84 e2i/ionosphere,nbk,disctree,g,281,70,2,2,91.43,90.57,5.88,97.96 e2i/ionosphere,oneR,disctree,g,281,70,2,2,82.86,86.27,26.32,89.80 e2i/ionosphere,bayes,disctree,g,281,70,2,3,88.57,88.00,10.00,95.65 e2i/ionosphere,j48,disctree,g,281,70,2,3,88.57,88.00,10.00,95.65 e2i/ionosphere,nbk,disctree,g,281,70,2,3,88.57,88.00,10.00,95.65 e2i/ionosphere,oneR,disctree,g,281,70,2,3,81.43,80.00,13.33,95.65 e2i/ionosphere,bayes,disctree,g,281,70,2,4,88.57,87.23,8.70,95.35 e2i/ionosphere,j48,disctree,g,281,70,2,4,88.57,88.89,12.00,93.02 e2i/ionosphere,nbk,disctree,g,281,70,2,4,88.57,87.23,8.70,95.35 e2i/ionosphere,oneR,disctree,g,281,70,2,4,80.00,79.59,19.05,90.70 e2i/ionosphere,bayes,disctree,g,281,70,2,5,91.43,95.35,14.81,91.11 e2i/ionosphere,j48,disctree,g,281,70,2,5,90.00,93.18,15.38,91.11 e2i/ionosphere,nbk,disctree,g,281,70,2,5,91.43,95.35,14.81,91.11 e2i/ionosphere,oneR,disctree,g,281,70,2,5,85.71,87.23,17.39,91.11 e2i/ionosphere,bayes,disctree,g,281,70,3,1,87.14,86.27,10.53,95.65 e2i/ionosphere,j48,disctree,g,281,70,3,1,88.57,88.00,10.00,95.65 e2i/ionosphere,nbk,disctree,g,281,70,3,1,87.14,86.27,10.53,95.65 e2i/ionosphere,oneR,disctree,g,281,70,3,1,75.71,80.85,34.78,82.61 e2i/ionosphere,bayes,disctree,g,281,70,3,2,88.57,88.37,11.11,92.68 e2i/ionosphere,j48,disctree,g,281,70,3,2,88.57,88.37,11.11,92.68 e2i/ionosphere,nbk,disctree,g,281,70,3,2,88.57,88.37,11.11,92.68 e2i/ionosphere,oneR,disctree,g,281,70,3,2,85.71,82.98,8.70,95.12 e2i/ionosphere,bayes,disctree,g,281,70,3,3,91.43,95.56,16.00,91.49 e2i/ionosphere,j48,disctree,g,281,70,3,3,91.43,95.56,16.00,91.49 e2i/ionosphere,nbk,disctree,g,281,70,3,3,91.43,95.56,16.00,91.49 e2i/ionosphere,oneR,disctree,g,281,70,3,3,85.71,87.76,19.05,91.49 e2i/ionosphere,bayes,disctree,g,281,70,3,4,88.57,89.36,13.04,93.33 e2i/ionosphere,j48,disctree,g,281,70,3,4,87.14,89.13,16.67,91.11 e2i/ionosphere,nbk,disctree,g,281,70,3,4,88.57,89.36,13.04,93.33 e2i/ionosphere,oneR,disctree,g,281,70,3,4,80.00,80.39,21.05,91.11 e2i/ionosphere,bayes,disctree,g,281,70,3,5,88.57,93.02,18.52,88.89 e2i/ionosphere,j48,disctree,g,281,70,3,5,87.14,90.91,19.23,88.89 e2i/ionosphere,nbk,disctree,g,281,70,3,5,88.57,93.02,18.52,88.89 e2i/ionosphere,oneR,disctree,g,281,70,3,5,78.57,75.86,8.33,97.78 e2i/ionosphere,bayes,disctree,g,281,70,4,1,87.14,82.61,4.17,97.44 e2i/ionosphere,j48,disctree,g,281,70,4,1,82.86,78.72,8.70,94.87 e2i/ionosphere,nbk,disctree,g,281,70,4,1,87.14,82.61,4.17,97.44 e2i/ionosphere,oneR,disctree,g,281,70,4,1,82.86,78.72,8.70,94.87 e2i/ionosphere,bayes,disctree,g,281,70,4,2,87.14,91.11,20.00,89.13 e2i/ionosphere,j48,disctree,g,281,70,4,2,85.71,86.00,15.00,93.48 e2i/ionosphere,nbk,disctree,g,281,70,4,2,87.14,91.11,20.00,89.13 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e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,3,91.43,93.33,12.00,93.33 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,3,91.43,91.49,8.70,95.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,3,91.43,93.33,12.00,93.33 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,3,82.86,85.11,21.74,88.89 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,4,92.86,89.58,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,4,91.43,89.36,4.35,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,4,92.86,89.58,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,4,80.00,76.36,6.67,97.67 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,5,92.86,94.00,10.00,95.92 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,5,94.29,95.92,9.52,95.92 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,5,92.86,94.00,10.00,95.92 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,5,88.57,90.20,15.79,93.88 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,1,97.14,95.56,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,1,92.86,91.30,4.17,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,1,97.14,95.56,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,1,90.00,87.50,4.55,97.67 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,2,91.43,89.13,4.17,97.62 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,2,97.14,97.62,3.57,97.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,2,91.43,89.13,4.17,97.62 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,2,88.57,86.96,8.33,95.24 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,3,90.00,92.00,15.00,93.88 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,3,88.57,93.62,21.74,89.80 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,3,90.00,92.00,15.00,93.88 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,3,90.00,92.00,15.00,93.88 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,4,91.43,95.56,16.00,91.49 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,4,87.14,89.58,18.18,91.49 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,4,91.43,95.56,16.00,91.49 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,4,87.14,89.58,18.18,91.49 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,5,82.86,82.98,17.39,90.70 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,5,81.43,78.85,11.11,95.35 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,5,82.86,82.98,17.39,90.70 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,5,82.86,82.98,17.39,90.70 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,1,94.29,93.33,4.00,97.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,1,88.57,87.23,8.70,95.35 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,1,94.29,93.33,4.00,97.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,1,92.86,89.58,0.00,100.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,2,91.43,91.30,8.33,95.45 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,2,91.43,89.58,4.55,97.73 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,2,91.43,91.30,8.33,95.45 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,2,88.57,86.00,5.00,97.73 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,3,91.43,95.12,13.79,90.70 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,3,90.00,95.00,16.67,88.37 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,3,91.43,95.12,13.79,90.70 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,3,90.00,92.86,14.29,90.70 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,4,90.00,91.84,14.29,93.75 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,4,85.71,85.19,12.50,95.83 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,4,90.00,91.84,14.29,93.75 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,4,84.29,87.76,23.81,89.58 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,5,88.57,86.79,5.88,97.87 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,5,85.71,84.91,11.76,95.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,5,88.57,86.79,5.88,97.87 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,5,82.86,84.31,21.05,91.49 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,1,92.86,91.30,4.17,97.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,1,91.43,89.36,4.35,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,1,92.86,91.30,4.17,97.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,1,87.14,85.42,9.09,95.35 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,2,80.00,82.98,26.09,86.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,2,82.86,82.35,15.79,93.33 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,2,80.00,82.98,26.09,86.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,2,81.43,86.36,26.92,84.44 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,3,95.71,95.83,4.55,97.87 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,3,90.00,91.67,13.64,93.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,3,95.71,95.83,4.55,97.87 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,3,97.14,95.92,0.00,100.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,4,94.29,93.75,4.55,97.83 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,4,84.29,88.89,24.00,86.96 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,4,94.29,93.75,4.55,97.83 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,4,85.71,84.62,11.11,95.65 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,5,90.00,89.36,8.70,95.45 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,5,90.00,95.12,17.24,88.64 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,5,90.00,89.36,8.70,95.45 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,5,87.14,87.23,13.04,93.18 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,94.29,92.00,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,92.86,95.56,12.00,93.48 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,94.29,92.00,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,85.71,86.00,15.00,93.48 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,91.43,91.11,8.00,95.35 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,87.14,86.96,12.50,93.02 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,91.43,91.11,8.00,95.35 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,87.14,86.96,12.50,93.02 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,87.14,93.02,22.22,86.96 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,87.14,89.36,17.39,91.30 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,87.14,93.02,22.22,86.96 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,91.43,93.48,12.50,93.48 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,90.00,88.68,5.88,97.92 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,91.43,90.38,5.56,97.92 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,90.00,88.68,5.88,97.92 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,84.29,84.91,17.65,93.75 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,92.86,91.11,4.00,97.62 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,90.00,85.71,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,92.86,91.11,4.00,97.62 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,90.00,88.89,8.00,95.24 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,,281,70,1,1,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,1,2,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,1,3,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,1,4,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,1,5,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,1,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,2,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,3,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,4,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,5,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,1,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,2,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,3,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,4,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,5,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,1,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,2,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,3,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,4,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,5,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,1,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,2,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,3,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,4,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,5,92.86,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,1,1,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,1,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,1,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,1,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,1,2,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,1,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,1,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,1,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,1,3,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,1,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,1,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,1,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,1,4,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,1,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,1,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,1,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,1,5,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,1,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,1,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,1,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,2,1,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,2,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,2,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,2,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,2,2,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,2,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,2,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,2,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,2,3,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,2,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,2,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,2,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,2,4,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,2,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,2,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,2,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,2,5,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,2,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,2,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,2,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,3,1,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,3,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,3,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,3,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,3,2,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,3,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,3,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,3,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,3,3,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,3,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,3,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,3,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,3,4,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,3,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,3,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,3,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,3,5,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,3,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,3,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,3,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,4,1,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,4,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,4,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,4,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,4,2,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,4,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,4,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,4,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,4,3,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,4,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,4,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,4,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,4,4,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,4,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,4,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,4,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,4,5,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,4,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,4,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,4,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,5,1,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,5,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,5,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,5,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,5,2,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,5,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,5,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,5,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,5,3,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,5,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,5,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,5,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,5,4,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,5,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,5,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,5,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,disctree,,281,70,5,5,92.86,50.00,50.00,50.00 e2i/iris,j48,disctree,,281,70,5,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,disctree,,281,70,5,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,disctree,,281,70,5,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,1,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,2,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,3,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,4,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,5,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,1,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,2,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,3,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,4,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,5,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,1,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,2,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,3,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,4,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,5,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,1,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,2,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,3,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,4,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,5,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,1,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,1,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,1,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,1,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,2,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,2,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,2,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,2,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,3,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,3,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,3,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,3,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,4,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,4,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,4,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,4,90.00,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,5,92.86,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,5,90.00,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,5,92.86,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,5,90.00,50.00,50.00,50.00 e2i/iris,bayes,fayyadIrani,,303,75,1,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,303,75,1,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,303,75,1,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,303,75,1,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,325,80,1,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,325,80,1,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,325,80,1,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,325,80,1,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,346,86,1,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,346,86,1,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,346,86,1,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,346,86,1,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,368,91,1,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,368,91,1,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,368,91,1,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,368,91,1,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,390,96,1,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,390,96,1,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,390,96,1,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,390,96,1,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,412,101,2,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,412,101,2,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,412,101,2,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,412,101,2,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,434,106,2,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,434,106,2,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,434,106,2,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,434,106,2,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,455,112,2,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,455,112,2,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,455,112,2,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,455,112,2,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,477,117,2,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,477,117,2,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,477,117,2,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,477,117,2,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,499,122,2,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,499,122,2,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,499,122,2,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,499,122,2,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,521,127,3,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,521,127,3,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,521,127,3,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,521,127,3,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,543,132,3,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,543,132,3,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,543,132,3,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,543,132,3,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,564,138,3,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,564,138,3,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,564,138,3,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,564,138,3,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,586,143,3,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,586,143,3,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,586,143,3,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,586,143,3,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,608,148,3,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,608,148,3,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,608,148,3,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,608,148,3,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,630,153,4,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,630,153,4,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,630,153,4,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,630,153,4,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,652,158,4,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,652,158,4,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,652,158,4,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,652,158,4,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,673,164,4,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,673,164,4,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,673,164,4,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,673,164,4,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,695,169,4,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,695,169,4,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,695,169,4,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,695,169,4,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,717,174,4,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,717,174,4,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,717,174,4,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,717,174,4,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,739,179,5,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,739,179,5,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,739,179,5,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,739,179,5,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,761,184,5,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,761,184,5,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,761,184,5,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,761,184,5,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,782,190,5,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,782,190,5,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,782,190,5,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,782,190,5,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,804,195,5,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,804,195,5,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,804,195,5,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,804,195,5,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,826,200,5,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,826,200,5,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,826,200,5,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,826,200,5,5,0.00,0.00,0.00,0.00 /home/donaldb/var/weka/xval.2307 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,1,88.11,88.45,12.15,84.78 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,1,99.84,100.00,0.28,99.65 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,1,88.11,88.45,12.15,84.78 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,1,67.61,70.50,33.71,48.79 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,2,88.42,88.22,11.38,88.22 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,2,99.84,100.00,0.31,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,2,88.42,88.22,11.38,88.22 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,2,68.08,72.36,34.61,56.69 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,3,85.60,85.25,14.07,84.69 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,3,99.06,99.34,1.20,98.70 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,3,85.60,85.25,14.07,84.69 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,3,67.92,77.72,36.04,46.58 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,4,88.73,88.96,11.48,87.82 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,4,99.37,98.73,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,4,88.73,88.96,11.48,87.82 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,4,64.16,67.36,37.75,51.60 j2p/kr-vs-kp,bayes,cat,nowin,2556,633,1,5,88.31,89.58,12.75,85.43 j2p/kr-vs-kp,j48,cat,nowin,2556,633,1,5,99.05,99.01,0.91,99.01 j2p/kr-vs-kp,nbk,cat,nowin,2556,633,1,5,88.31,89.58,12.75,85.43 j2p/kr-vs-kp,oneR,cat,nowin,2556,633,1,5,66.03,72.08,36.70,47.02 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,2,1,87.95,91.21,15.06,84.85 j2p/kr-vs-kp,j48,cat,nowin,2556,639,2,1,99.53,100.00,0.96,99.09 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,2,1,87.95,91.21,15.06,84.85 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,2,1,65.88,79.17,39.82,46.06 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,2,2,85.45,82.66,11.71,87.83 j2p/kr-vs-kp,j48,cat,nowin,2556,639,2,2,98.75,97.74,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,2,2,85.45,82.66,11.71,87.83 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,2,2,69.33,71.60,32.13,58.88 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,2,3,87.79,86.71,11.33,86.11 j2p/kr-vs-kp,j48,cat,nowin,2556,639,2,3,99.37,100.00,1.13,98.61 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,2,3,87.79,86.71,11.33,86.11 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,2,3,66.67,66.67,33.33,52.08 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,2,4,87.95,90.78,14.45,84.18 j2p/kr-vs-kp,j48,cat,nowin,2556,639,2,4,99.06,99.05,0.93,99.05 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,2,4,87.95,90.78,14.45,84.18 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,2,4,66.67,75.88,37.50,47.78 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,2,5,89.67,90.25,10.77,86.51 j2p/kr-vs-kp,j48,cat,nowin,2556,639,2,5,99.06,98.63,0.57,99.31 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,2,5,89.67,90.25,10.77,86.51 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,2,5,68.23,67.06,31.01,58.48 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,3,1,87.01,88.44,14.20,84.14 j2p/kr-vs-kp,j48,cat,nowin,2550,639,3,1,99.84,100.00,0.30,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,3,1,87.01,88.44,14.20,84.14 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,3,1,68.08,71.78,34.17,55.99 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,3,2,84.66,85.52,16.05,81.58 j2p/kr-vs-kp,j48,cat,nowin,2550,639,3,2,99.06,99.01,0.90,99.01 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,3,2,84.66,85.52,16.05,81.58 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,3,2,65.57,67.50,35.59,53.29 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,3,3,87.79,86.13,10.64,88.41 j2p/kr-vs-kp,j48,cat,nowin,2550,639,3,3,99.06,98.37,0.30,99.67 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j2p/kr-vs-kp,j48,tbin,nowin,2556,634,2,5,99.21,98.99,0.59,99.32 j2p/kr-vs-kp,nbk,tbin,nowin,2556,634,2,5,88.17,88.77,12.32,85.47 j2p/kr-vs-kp,oneR,tbin,nowin,2556,634,2,5,68.93,75.38,33.94,49.66 j2p/kr-vs-kp,bayes,tbin,nowin,2549,639,3,1,92.02,92.93,8.84,90.88 j2p/kr-vs-kp,j48,tbin,nowin,2549,639,3,1,99.69,99.69,0.31,99.69 j2p/kr-vs-kp,nbk,tbin,nowin,2549,639,3,1,92.02,92.93,8.84,90.88 j2p/kr-vs-kp,oneR,tbin,nowin,2549,639,3,1,68.08,77.14,36.36,50.94 j2p/kr-vs-kp,bayes,tbin,nowin,2549,639,3,2,87.01,84.01,10.43,87.28 j2p/kr-vs-kp,j48,tbin,nowin,2549,639,3,2,98.90,97.92,0.28,99.65 j2p/kr-vs-kp,nbk,tbin,nowin,2549,639,3,2,87.01,84.01,10.43,87.28 j2p/kr-vs-kp,oneR,tbin,nowin,2549,639,3,2,70.42,75.54,31.65,49.12 j2p/kr-vs-kp,bayes,tbin,nowin,2549,639,3,3,87.32,90.75,15.56,83.07 j2p/kr-vs-kp,j48,tbin,nowin,2549,639,3,3,98.75,99.37,1.85,98.12 j2p/kr-vs-kp,nbk,tbin,nowin,2549,639,3,3,87.32,90.75,15.56,83.07 j2p/kr-vs-kp,oneR,tbin,nowin,2549,639,3,3,66.51,78.38,38.33,45.45 j2p/kr-vs-kp,bayes,tbin,nowin,2549,639,3,4,86.07,85.11,13.17,83.62 j2p/kr-vs-kp,j48,tbin,nowin,2549,639,3,4,99.53,100.00,0.85,98.95 j2p/kr-vs-kp,nbk,tbin,nowin,2549,639,3,4,86.07,85.11,13.17,83.62 j2p/kr-vs-kp,oneR,tbin,nowin,2549,639,3,4,65.41,64.10,33.83,52.26 j2p/kr-vs-kp,bayes,tbin,nowin,2556,632,3,5,86.08,87.25,15.03,84.49 j2p/kr-vs-kp,j48,tbin,nowin,2556,632,3,5,99.37,98.75,0.00,100.00 j2p/kr-vs-kp,nbk,tbin,nowin,2556,632,3,5,86.08,87.25,15.03,84.49 j2p/kr-vs-kp,oneR,tbin,nowin,2556,632,3,5,66.30,76.41,38.22,47.15 j2p/kr-vs-kp,bayes,tbin,nowin,2555,639,4,1,85.76,87.54,15.79,82.80 j2p/kr-vs-kp,j48,tbin,nowin,2555,639,4,1,99.06,98.73,0.62,99.36 j2p/kr-vs-kp,nbk,tbin,nowin,2555,639,4,1,85.76,87.54,15.79,82.80 j2p/kr-vs-kp,oneR,tbin,nowin,2555,639,4,1,64.48,68.67,37.93,50.96 j2p/kr-vs-kp,bayes,tbin,nowin,2555,639,4,2,89.05,89.60,11.44,87.25 j2p/kr-vs-kp,j48,tbin,nowin,2555,639,4,2,99.06,99.34,1.19,98.69 j2p/kr-vs-kp,nbk,tbin,nowin,2555,639,4,2,89.05,89.60,11.44,87.25 j2p/kr-vs-kp,oneR,tbin,nowin,2555,639,4,2,67.29,70.29,34.50,54.90 j2p/kr-vs-kp,bayes,tbin,nowin,2555,639,4,3,85.76,83.28,12.14,85.31 j2p/kr-vs-kp,j48,tbin,nowin,2555,639,4,3,99.69,99.65,0.28,99.65 j2p/kr-vs-kp,nbk,tbin,nowin,2555,639,4,3,85.76,83.28,12.14,85.31 j2p/kr-vs-kp,oneR,tbin,nowin,2555,639,4,3,71.83,78.80,30.99,50.70 j2p/kr-vs-kp,bayes,tbin,nowin,2555,639,4,4,88.11,91.26,14.45,83.65 j2p/kr-vs-kp,j48,tbin,nowin,2555,639,4,4,99.84,100.00,0.30,99.68 j2p/kr-vs-kp,nbk,tbin,nowin,2555,639,4,4,88.11,91.26,14.45,83.65 j2p/kr-vs-kp,oneR,tbin,nowin,2555,639,4,4,65.88,73.50,37.59,47.12 j2p/kr-vs-kp,bayes,tbin,nowin,2556,638,4,5,89.03,89.37,11.28,87.62 j2p/kr-vs-kp,j48,tbin,nowin,2556,638,4,5,99.37,99.35,0.60,99.35 j2p/kr-vs-kp,nbk,tbin,nowin,2556,638,4,5,89.03,89.37,11.28,87.62 j2p/kr-vs-kp,oneR,tbin,nowin,2556,638,4,5,65.67,74.44,37.77,43.65 j2p/kr-vs-kp,bayes,tbin,nowin,2556,639,5,1,88.26,90.82,13.91,84.76 j2p/kr-vs-kp,j48,tbin,nowin,2556,639,5,1,99.69,100.00,0.61,99.37 j2p/kr-vs-kp,nbk,tbin,nowin,2556,639,5,1,88.26,90.82,13.91,84.76 j2p/kr-vs-kp,oneR,tbin,nowin,2556,639,5,1,66.35,74.27,37.41,48.57 j2p/kr-vs-kp,bayes,tbin,nowin,2556,639,5,2,87.48,87.46,12.50,86.32 j2p/kr-vs-kp,j48,tbin,nowin,2556,639,5,2,99.37,98.71,0.00,100.00 j2p/kr-vs-kp,nbk,tbin,nowin,2556,639,5,2,87.48,87.46,12.50,86.32 j2p/kr-vs-kp,oneR,tbin,nowin,2556,639,5,2,69.17,79.26,35.03,48.53 j2p/kr-vs-kp,bayes,tbin,nowin,2556,639,5,3,86.23,85.02,12.65,86.14 j2p/kr-vs-kp,j48,tbin,nowin,2556,639,5,3,99.37,99.67,0.89,99.01 j2p/kr-vs-kp,nbk,tbin,nowin,2556,639,5,3,86.23,85.02,12.65,86.14 j2p/kr-vs-kp,oneR,tbin,nowin,2556,639,5,3,67.29,73.50,35.54,48.51 j2p/kr-vs-kp,bayes,tbin,nowin,2556,639,5,4,87.01,87.95,13.86,85.44 j2p/kr-vs-kp,j48,tbin,nowin,2556,639,5,4,99.22,98.75,0.31,99.68 j2p/kr-vs-kp,nbk,tbin,nowin,2556,639,5,4,87.01,87.95,13.86,85.44 j2p/kr-vs-kp,oneR,tbin,nowin,2556,639,5,4,65.10,69.96,37.68,51.58 j2p/kr-vs-kp,bayes,tbin,nowin,2556,639,5,5,89.98,89.05,9.27,88.42 j2p/kr-vs-kp,j48,tbin,nowin,2556,639,5,5,99.53,100.00,0.84,98.95 j2p/kr-vs-kp,nbk,tbin,nowin,2556,639,5,5,89.98,89.05,9.27,88.42 j2p/kr-vs-kp,oneR,tbin,nowin,2556,639,5,5,68.39,67.66,31.19,55.79 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,1,1,87.17,86.50,12.20,87.06 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,1,1,99.22,98.72,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,1,1,87.17,86.50,12.20,87.06 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,1,1,68.08,71.78,34.17,55.99 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,1,2,88.42,87.74,10.94,88.31 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,1,2,99.69,100.00,0.60,99.35 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,1,2,88.42,87.74,10.94,88.31 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,1,2,65.57,73.16,37.64,45.13 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,1,3,87.79,89.01,13.17,84.23 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,1,3,99.84,100.00,0.29,99.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,1,3,87.79,89.01,13.17,84.23 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j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,637,2,5,99.37,99.66,0.88,98.99 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,637,2,5,86.03,84.49,12.57,85.91 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,637,2,5,69.07,75.63,33.86,50.00 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,3,1,89.98,91.30,11.18,87.78 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,3,1,99.06,99.04,0.91,99.04 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,3,1,89.98,91.30,11.18,87.78 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,3,1,67.14,75.90,36.71,47.59 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,3,2,86.38,83.45,11.08,86.67 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,3,2,99.22,98.95,0.57,99.30 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,3,2,86.38,83.45,11.08,86.67 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,3,2,69.48,73.94,32.37,48.77 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,3,3,86.54,87.92,14.66,83.97 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,3,3,99.22,99.04,0.61,99.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,3,3,86.54,87.92,14.66,83.97 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,3,3,66.98,72.05,35.85,52.88 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,3,4,86.54,87.21,14.07,84.98 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,3,4,99.37,99.05,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,3,4,86.54,87.21,14.07,84.98 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,3,4,67.14,76.14,36.88,47.92 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,637,3,5,88.38,89.66,12.68,85.53 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,637,3,5,99.53,99.67,0.60,99.34 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,637,3,5,88.38,89.66,12.68,85.53 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,637,3,5,68.13,71.13,33.67,55.92 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,1,90.77,91.55,9.86,88.14 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,1,99.69,100.00,0.58,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,1,90.77,91.55,9.86,88.14 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,1,66.04,65.98,33.92,54.58 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,2,85.13,86.94,16.38,81.61 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,2,98.59,98.08,0.92,99.03 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,2,85.13,86.94,16.38,81.61 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,2,68.86,71.94,33.16,58.71 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,3,87.64,88.10,12.80,86.71 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,3,99.37,99.06,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,3,87.64,88.10,12.80,86.71 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,3,66.82,77.37,37.64,46.52 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,4,88.11,86.03,9.88,89.44 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,4,99.84,100.00,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,4,88.11,86.03,9.88,89.44 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,4,66.51,69.60,35.19,52.15 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,5,86.85,88.11,14.16,83.44 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,5,99.53,99.67,0.59,99.34 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,5,86.85,88.11,14.16,83.44 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,5,69.01,78.26,34.73,47.68 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,1,86.38,86.71,13.88,83.50 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,1,99.06,98.66,0.59,99.33 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,1,86.38,86.71,13.88,83.50 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,1,67.14,69.33,34.06,52.53 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,2,87.79,90.72,14.66,83.81 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,2,99.53,100.00,0.92,99.05 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,2,87.79,90.72,14.66,83.81 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,2,66.67,70.08,35.58,56.51 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,3,89.51,88.08,9.20,89.56 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,3,99.69,99.66,0.29,99.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,3,89.51,88.08,9.20,89.56 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,3,68.86,77.22,34.42,46.80 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,4,89.36,88.85,10.18,88.85 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,4,99.22,99.02,0.60,99.34 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,4,89.36,88.85,10.18,88.85 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,4,68.23,74.76,34.87,50.49 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,5,85.92,85.85,14.02,85.30 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,5,99.06,99.36,1.22,98.72 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,5,85.92,85.85,14.02,85.30 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,5,68.70,77.56,35.48,50.80 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15827,3999,1,1,65.42,100.00,0.00,100.00 j2p/letter,j48,cat,B,15827,3999,1,1,87.30,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15827,3999,1,1,75.24,99.08,0.00,100.00 j2p/letter,oneR,cat,B,15827,3999,1,1,17.83,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15826,4000,1,2,63.23,100.00,0.00,100.00 j2p/letter,j48,cat,B,15826,4000,1,2,87.03,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15826,4000,1,2,73.42,99.19,0.00,100.00 j2p/letter,oneR,cat,B,15826,4000,1,2,16.85,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15826,4000,1,3,62.60,100.00,0.00,100.00 j2p/letter,j48,cat,B,15826,4000,1,3,87.03,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15826,4000,1,3,73.10,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15826,4000,1,3,17.65,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15826,4000,1,4,63.95,100.00,0.00,100.00 j2p/letter,j48,cat,B,15826,4000,1,4,87.53,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15826,4000,1,4,73.47,98.28,0.00,100.00 j2p/letter,oneR,cat,B,15826,4000,1,4,16.20,0.00,56.41,0.00 j2p/letter,bayes,cat,B,15999,3827,1,5,65.30,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3827,1,5,88.11,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3827,1,5,74.86,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3827,1,5,17.66,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15801,3999,2,1,64.12,100.00,0.00,100.00 j2p/letter,j48,cat,B,15801,3999,2,1,87.30,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15801,3999,2,1,74.62,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15801,3999,2,1,15.75,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15800,4000,2,2,64.15,100.00,0.00,100.00 j2p/letter,j48,cat,B,15800,4000,2,2,87.22,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15800,4000,2,2,74.12,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15800,4000,2,2,16.05,0.00,51.37,0.00 j2p/letter,bayes,cat,B,15800,4000,2,3,63.65,100.00,0.00,100.00 j2p/letter,j48,cat,B,15800,4000,2,3,87.35,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15800,4000,2,3,73.65,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15800,4000,2,3,17.15,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15800,4000,2,4,63.98,100.00,0.00,100.00 j2p/letter,j48,cat,B,15800,4000,2,4,87.10,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15800,4000,2,4,73.35,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15800,4000,2,4,17.32,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3801,2,5,64.35,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3801,2,5,87.79,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3801,2,5,74.40,98.25,0.00,100.00 j2p/letter,oneR,cat,B,15999,3801,2,5,18.05,0.00,54.38,0.00 j2p/letter,bayes,cat,B,15826,3999,3,1,64.29,100.00,0.00,100.00 j2p/letter,j48,cat,B,15826,3999,3,1,87.15,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15826,3999,3,1,74.12,99.03,0.00,100.00 j2p/letter,oneR,cat,B,15826,3999,3,1,16.73,0.00,46.32,0.00 j2p/letter,bayes,cat,B,15825,4000,3,2,63.58,100.00,0.00,100.00 j2p/letter,j48,cat,B,15825,4000,3,2,86.88,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15825,4000,3,2,73.97,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15825,4000,3,2,16.77,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15825,4000,3,3,64.75,100.00,0.00,100.00 j2p/letter,j48,cat,B,15825,4000,3,3,86.95,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15825,4000,3,3,74.55,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15825,4000,3,3,17.88,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15825,4000,3,4,64.10,100.00,0.00,100.00 j2p/letter,j48,cat,B,15825,4000,3,4,87.92,100.00,1.37,98.40 j2p/letter,nbk,cat,B,15825,4000,3,4,73.92,97.27,0.00,100.00 j2p/letter,oneR,cat,B,15825,4000,3,4,16.52,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3826,3,5,63.80,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3826,3,5,87.25,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3826,3,5,74.07,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3826,3,5,16.47,0.00,55.56,0.00 j2p/letter,bayes,cat,B,15840,3999,4,1,63.89,100.00,0.00,100.00 j2p/letter,j48,cat,B,15840,3999,4,1,86.45,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15840,3999,4,1,73.79,99.08,0.00,100.00 j2p/letter,oneR,cat,B,15840,3999,4,1,16.40,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15839,4000,4,2,64.15,100.00,0.00,100.00 j2p/letter,j48,cat,B,15839,4000,4,2,87.65,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15839,4000,4,2,73.97,99.19,0.00,100.00 j2p/letter,oneR,cat,B,15839,4000,4,2,16.93,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15839,4000,4,3,63.55,100.00,0.00,100.00 j2p/letter,j48,cat,B,15839,4000,4,3,87.40,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15839,4000,4,3,74.55,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15839,4000,4,3,17.95,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15839,4000,4,4,64.55,100.00,0.00,100.00 j2p/letter,j48,cat,B,15839,4000,4,4,87.95,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15839,4000,4,4,74.00,99.16,0.00,100.00 j2p/letter,oneR,cat,B,15839,4000,4,4,17.32,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3840,4,5,64.56,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3840,4,5,87.45,98.33,0.00,100.00 j2p/letter,nbk,cat,B,15999,3840,4,5,74.24,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3840,4,5,17.92,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15819,3999,5,1,63.52,100.00,0.00,100.00 j2p/letter,j48,cat,B,15819,3999,5,1,87.70,100.00,0.00,100.00 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j2p/letter,oneR,tbin,B,15814,3999,5,1,15.25,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15813,4000,5,2,69.80,99.07,0.00,100.00 j2p/letter,j48,tbin,B,15813,4000,5,2,78.92,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15813,4000,5,2,69.80,99.07,0.00,100.00 j2p/letter,oneR,tbin,B,15813,4000,5,2,15.03,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15813,4000,5,3,69.85,98.06,0.00,100.00 j2p/letter,j48,tbin,B,15813,4000,5,3,80.62,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15813,4000,5,3,69.85,98.06,0.00,100.00 j2p/letter,oneR,tbin,B,15813,4000,5,3,15.82,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15813,4000,5,4,68.95,94.44,0.00,100.00 j2p/letter,j48,tbin,B,15813,4000,5,4,78.67,100.00,1.34,98.18 j2p/letter,nbk,tbin,B,15813,4000,5,4,68.95,94.44,0.00,100.00 j2p/letter,oneR,tbin,B,15813,4000,5,4,15.95,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3814,5,5,68.93,98.91,0.00,100.00 j2p/letter,j48,tbin,B,15999,3814,5,5,80.26,98.08,0.72,99.03 j2p/letter,nbk,tbin,B,15999,3814,5,5,68.93,98.91,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3814,5,5,15.39,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15828,3999,1,1,74.74,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15828,3999,1,1,78.04,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15828,3999,1,1,74.74,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15828,3999,1,1,17.25,0.00,51.30,0.00 j2p/letter,bayes,fayyadIrani,B,15827,4000,1,2,73.80,98.41,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15827,4000,1,2,78.35,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15827,4000,1,2,73.80,98.41,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15827,4000,1,2,17.88,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15827,4000,1,3,73.83,98.31,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15827,4000,1,3,77.92,100.00,0.72,99.15 j2p/letter,nbk,fayyadIrani,B,15827,4000,1,3,73.83,98.31,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15827,4000,1,3,17.73,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15827,4000,1,4,73.40,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15827,4000,1,4,78.53,100.00,0.70,99.15 j2p/letter,nbk,fayyadIrani,B,15827,4000,1,4,73.40,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15827,4000,1,4,16.05,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3828,1,5,73.48,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3828,1,5,77.77,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3828,1,5,73.48,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3828,1,5,16.67,0.00,52.60,0.00 j2p/letter,bayes,fayyadIrani,B,15825,3999,2,1,73.99,98.45,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15825,3999,2,1,77.64,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15825,3999,2,1,73.99,98.45,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15825,3999,2,1,15.73,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,2,2,73.75,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,2,2,78.12,99.17,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15824,4000,2,2,73.75,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,2,2,16.68,0.00,49.67,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,2,3,72.65,99.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,2,3,77.08,96.97,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15824,4000,2,3,72.65,99.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,2,3,16.68,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,2,4,74.60,97.54,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,2,4,78.38,100.00,0.68,99.18 j2p/letter,nbk,fayyadIrani,B,15824,4000,2,4,74.60,97.54,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,2,4,17.80,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3825,2,5,74.41,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3825,2,5,77.86,99.17,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3825,2,5,74.41,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3825,2,5,18.30,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15834,3999,3,1,73.32,99.07,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15834,3999,3,1,77.59,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15834,3999,3,1,73.32,99.07,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15834,3999,3,1,16.15,0.00,50.00,0.00 j2p/letter,bayes,fayyadIrani,B,15833,4000,3,2,75.00,99.21,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15833,4000,3,2,79.47,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15833,4000,3,2,75.00,99.21,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15833,4000,3,2,16.85,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15833,4000,3,3,73.08,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15833,4000,3,3,77.65,99.17,2.56,97.56 j2p/letter,nbk,fayyadIrani,B,15833,4000,3,3,73.08,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15833,4000,3,3,16.98,0.00,55.26,0.00 j2p/letter,bayes,fayyadIrani,B,15833,4000,3,4,73.53,98.29,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15833,4000,3,4,77.58,99.24,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15833,4000,3,4,73.53,98.29,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15833,4000,3,4,18.23,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3834,3,5,74.10,98.29,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3834,3,5,77.28,100.00,0.79,99.14 j2p/letter,nbk,fayyadIrani,B,15999,3834,3,5,74.10,98.29,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3834,3,5,17.63,0.00,50.33,0.00 j2p/letter,bayes,fayyadIrani,B,15830,3999,4,1,72.82,99.16,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15830,3999,4,1,77.77,99.15,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15830,3999,4,1,72.82,99.16,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15830,3999,4,1,17.13,0.00,51.55,0.00 j2p/letter,bayes,fayyadIrani,B,15829,4000,4,2,74.65,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15829,4000,4,2,77.95,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15829,4000,4,2,74.65,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15829,4000,4,2,17.05,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15829,4000,4,3,73.62,99.17,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15829,4000,4,3,77.30,99.23,1.54,98.47 j2p/letter,nbk,fayyadIrani,B,15829,4000,4,3,73.62,99.17,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15829,4000,4,3,17.65,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15829,4000,4,4,74.45,99.07,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15829,4000,4,4,77.62,99.05,1.33,98.11 j2p/letter,nbk,fayyadIrani,B,15829,4000,4,4,74.45,99.07,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15829,4000,4,4,17.55,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3830,4,5,73.26,98.11,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3830,4,5,78.83,99.16,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3830,4,5,73.26,98.11,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3830,4,5,17.05,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15827,3999,5,1,72.39,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15827,3999,5,1,77.44,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15827,3999,5,1,72.39,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15827,3999,5,1,17.70,0.00,50.31,0.00 j2p/letter,bayes,fayyadIrani,B,15826,4000,5,2,74.00,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15826,4000,5,2,79.35,99.16,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15826,4000,5,2,74.00,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15826,4000,5,2,17.07,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15826,4000,5,3,73.62,96.81,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15826,4000,5,3,77.70,98.95,0.72,98.95 j2p/letter,nbk,fayyadIrani,B,15826,4000,5,3,73.62,96.81,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15826,4000,5,3,17.32,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15826,4000,5,4,74.22,99.26,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15826,4000,5,4,78.28,100.00,1.54,98.52 j2p/letter,nbk,fayyadIrani,B,15826,4000,5,4,74.22,99.26,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15826,4000,5,4,16.95,0.00,58.29,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3827,5,5,74.47,99.14,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3827,5,5,77.55,99.17,0.82,99.17 j2p/letter,nbk,fayyadIrani,B,15999,3827,5,5,74.47,99.14,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3827,5,5,16.85,0.00,0.00,0.00 /home/donaldb/var/weka/xval.18042 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6473,1624,1,1,95.44,99.32,7.81,91.42 j2p/mushroom,j48,cat,p,6473,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1624,1,1,95.44,99.32,7.81,91.42 j2p/mushroom,oneR,cat,p,6473,1624,1,1,98.34,100.00,3.19,96.64 j2p/mushroom,bayes,cat,p,6472,1625,1,2,96.12,99.06,6.38,92.96 j2p/mushroom,j48,cat,p,6472,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,2,96.12,99.06,6.38,92.96 j2p/mushroom,oneR,cat,p,6472,1625,1,2,98.77,100.00,2.36,97.49 j2p/mushroom,bayes,cat,p,6472,1625,1,3,95.51,99.86,8.05,91.02 j2p/mushroom,j48,cat,p,6472,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,3,95.51,99.86,8.05,91.02 j2p/mushroom,oneR,cat,p,6472,1625,1,3,97.85,100.00,4.08,95.64 j2p/mushroom,bayes,cat,p,6472,1625,1,4,94.65,98.58,8.35,90.00 j2p/mushroom,j48,cat,p,6472,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,4,94.65,98.58,8.35,90.00 j2p/mushroom,oneR,cat,p,6472,1625,1,4,98.77,100.00,2.29,97.40 j2p/mushroom,bayes,cat,p,6499,1598,1,5,96.37,98.71,5.44,93.35 j2p/mushroom,j48,cat,p,6499,1598,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1598,1,5,96.37,98.71,5.44,93.35 j2p/mushroom,oneR,cat,p,6499,1598,1,5,98.87,100.00,2.05,97.56 j2p/mushroom,bayes,cat,p,6460,1624,2,1,96.31,99.02,5.81,93.00 j2p/mushroom,j48,cat,p,6460,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6460,1624,2,1,96.31,99.02,5.81,93.00 j2p/mushroom,oneR,cat,p,6460,1624,2,1,98.77,100.00,2.25,97.36 j2p/mushroom,bayes,cat,p,6459,1625,2,2,95.75,99.47,7.43,91.99 j2p/mushroom,j48,cat,p,6459,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6459,1625,2,2,95.75,99.47,7.43,91.99 j2p/mushroom,oneR,cat,p,6459,1625,2,2,98.03,100.00,3.78,96.05 j2p/mushroom,bayes,cat,p,6459,1625,2,3,96.06,98.73,6.00,92.72 j2p/mushroom,j48,cat,p,6459,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6459,1625,2,3,96.06,98.73,6.00,92.72 j2p/mushroom,oneR,cat,p,6459,1625,2,3,98.71,100.00,2.36,97.22 j2p/mushroom,bayes,cat,p,6459,1625,2,4,95.20,99.21,8.28,91.23 j2p/mushroom,j48,cat,p,6459,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6459,1625,2,4,95.20,99.21,8.28,91.23 j2p/mushroom,oneR,cat,p,6459,1625,2,4,98.52,100.00,2.90,97.08 j2p/mushroom,bayes,cat,p,6499,1585,2,5,95.39,99.28,7.61,90.99 j2p/mushroom,j48,cat,p,6499,1585,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1585,2,5,95.39,99.28,7.61,90.99 j2p/mushroom,oneR,cat,p,6499,1585,2,5,98.68,100.00,2.47,97.22 j2p/mushroom,bayes,cat,p,6475,1624,3,1,95.14,99.29,8.06,90.45 j2p/mushroom,j48,cat,p,6475,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6475,1624,3,1,95.14,99.29,8.06,90.45 j2p/mushroom,oneR,cat,p,6475,1624,3,1,98.46,100.00,2.86,96.77 j2p/mushroom,bayes,cat,p,6474,1625,3,2,94.89,99.86,9.01,89.70 j2p/mushroom,j48,cat,p,6474,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6474,1625,3,2,94.89,99.86,9.01,89.70 j2p/mushroom,oneR,cat,p,6474,1625,3,2,98.22,100.00,3.38,96.36 j2p/mushroom,bayes,cat,p,6474,1625,3,3,96.25,98.90,5.90,93.13 j2p/mushroom,j48,cat,p,6474,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6474,1625,3,3,96.25,98.90,5.90,93.13 j2p/mushroom,oneR,cat,p,6474,1625,3,3,98.65,100.00,2.51,97.15 j2p/mushroom,bayes,cat,p,6474,1625,3,4,96.06,98.80,6.27,93.07 j2p/mushroom,j48,cat,p,6474,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6474,1625,3,4,96.06,98.80,6.27,93.07 j2p/mushroom,oneR,cat,p,6474,1625,3,4,98.46,100.00,2.92,96.85 j2p/mushroom,bayes,cat,p,6499,1600,3,5,95.56,98.87,7.08,91.76 j2p/mushroom,j48,cat,p,6499,1600,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1600,3,5,95.56,98.87,7.08,91.76 j2p/mushroom,oneR,cat,p,6499,1600,3,5,98.88,100.00,2.11,97.65 j2p/mushroom,bayes,cat,p,6477,1624,4,1,95.94,98.67,6.41,92.97 j2p/mushroom,j48,cat,p,6477,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6477,1624,4,1,95.94,98.67,6.41,92.97 j2p/mushroom,oneR,cat,p,6477,1624,4,1,99.01,100.00,1.90,97.99 j2p/mushroom,bayes,cat,p,6476,1625,4,2,95.51,98.47,6.84,91.95 j2p/mushroom,j48,cat,p,6476,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6476,1625,4,2,95.51,98.47,6.84,91.95 j2p/mushroom,oneR,cat,p,6476,1625,4,2,98.28,100.00,3.17,96.36 j2p/mushroom,bayes,cat,p,6476,1625,4,3,94.95,99.72,8.80,89.92 j2p/mushroom,j48,cat,p,6476,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6476,1625,4,3,94.95,99.72,8.80,89.92 j2p/mushroom,oneR,cat,p,6476,1625,4,3,98.46,100.00,2.92,96.85 j2p/mushroom,bayes,cat,p,6476,1625,4,4,96.06,99.59,6.78,92.21 j2p/mushroom,j48,cat,p,6476,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6476,1625,4,4,96.06,99.59,6.78,92.21 j2p/mushroom,oneR,cat,p,6476,1625,4,4,98.71,100.00,2.43,97.32 j2p/mushroom,bayes,cat,p,6499,1602,4,5,95.88,99.29,6.82,92.01 j2p/mushroom,j48,cat,p,6499,1602,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1602,4,5,95.88,99.29,6.82,92.01 j2p/mushroom,oneR,cat,p,6499,1602,4,5,98.13,100.00,3.45,96.07 j2p/mushroom,bayes,cat,p,6462,1624,5,1,95.44,99.46,7.95,91.36 j2p/mushroom,j48,cat,p,6462,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6462,1624,5,1,95.44,99.46,7.95,91.36 j2p/mushroom,oneR,cat,p,6462,1624,5,1,98.52,100.00,2.86,97.04 j2p/mushroom,bayes,cat,p,6461,1625,5,2,95.20,99.19,8.11,91.03 j2p/mushroom,j48,cat,p,6461,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6461,1625,5,2,95.20,99.19,8.11,91.03 j2p/mushroom,oneR,cat,p,6461,1625,5,2,98.15,100.00,3.52,96.26 j2p/mushroom,bayes,cat,p,6461,1625,5,3,95.45,98.16,6.65,91.93 j2p/mushroom,j48,cat,p,6461,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6461,1625,5,3,95.45,98.16,6.65,91.93 j2p/mushroom,oneR,cat,p,6461,1625,5,3,98.52,100.00,2.69,96.83 j2p/mushroom,bayes,cat,p,6461,1625,5,4,95.88,99.16,6.73,92.11 j2p/mushroom,j48,cat,p,6461,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6461,1625,5,4,95.88,99.16,6.73,92.11 j2p/mushroom,oneR,cat,p,6461,1625,5,4,98.89,100.00,2.07,97.67 j2p/mushroom,bayes,cat,p,6499,1587,5,5,96.28,99.30,6.16,92.89 j2p/mushroom,j48,cat,p,6499,1587,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1587,5,5,96.28,99.30,6.16,92.89 j2p/mushroom,oneR,cat,p,6499,1587,5,5,98.55,100.00,2.71,96.97 j2p/mushroom,bayes,disctree,p,6464,1624,1,1,95.75,99.06,7.05,92.24 j2p/mushroom,j48,disctree,p,6464,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6464,1624,1,1,95.75,99.06,7.05,92.24 j2p/mushroom,oneR,disctree,p,6464,1624,1,1,98.34,100.00,3.17,96.62 j2p/mushroom,bayes,disctree,p,6463,1625,1,2,95.32,98.73,7.31,91.26 j2p/mushroom,j48,disctree,p,6463,1625,1,2,100.00,100.00,0.00,100.00 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j2p/mushroom,j48,disctree,p,6469,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1624,2,1,96.74,99.29,5.21,93.57 j2p/mushroom,oneR,disctree,p,6469,1624,2,1,98.58,100.00,2.55,96.92 j2p/mushroom,bayes,disctree,p,6468,1625,2,2,94.40,98.93,9.50,89.95 j2p/mushroom,j48,disctree,p,6468,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,2,2,94.40,98.93,9.50,89.95 j2p/mushroom,oneR,disctree,p,6468,1625,2,2,97.91,100.00,4.08,95.88 j2p/mushroom,bayes,disctree,p,6468,1625,2,3,96.31,99.45,6.28,92.87 j2p/mushroom,j48,disctree,p,6468,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,2,3,96.31,99.45,6.28,92.87 j2p/mushroom,oneR,disctree,p,6468,1625,2,3,98.83,100.00,2.21,97.58 j2p/mushroom,bayes,disctree,p,6468,1625,2,4,95.45,98.08,6.71,92.28 j2p/mushroom,j48,disctree,p,6468,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,2,4,95.45,98.08,6.71,92.28 j2p/mushroom,oneR,disctree,p,6468,1625,2,4,98.34,100.00,3.09,96.53 j2p/mushroom,bayes,disctree,p,6499,1594,2,5,95.48,99.58,7.80,91.10 j2p/mushroom,j48,disctree,p,6499,1594,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1594,2,5,95.48,99.58,7.80,91.10 j2p/mushroom,oneR,disctree,p,6499,1594,2,5,98.93,100.00,2.03,97.81 j2p/mushroom,bayes,disctree,p,6458,1624,3,1,96.12,98.97,6.48,93.31 j2p/mushroom,j48,disctree,p,6458,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6458,1624,3,1,96.12,98.97,6.48,93.31 j2p/mushroom,oneR,disctree,p,6458,1624,3,1,98.83,100.00,2.31,97.69 j2p/mushroom,bayes,disctree,p,6457,1625,3,2,95.26,98.58,7.27,91.20 j2p/mushroom,j48,disctree,p,6457,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6457,1625,3,2,95.26,98.58,7.27,91.20 j2p/mushroom,oneR,disctree,p,6457,1625,3,2,98.34,100.00,3.03,96.45 j2p/mushroom,bayes,disctree,p,6457,1625,3,3,95.08,99.43,8.25,90.21 j2p/mushroom,j48,disctree,p,6457,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6457,1625,3,3,95.08,99.43,8.25,90.21 j2p/mushroom,oneR,disctree,p,6457,1625,3,3,98.52,100.00,2.75,96.91 j2p/mushroom,bayes,disctree,p,6457,1625,3,4,96.25,99.60,6.63,92.80 j2p/mushroom,j48,disctree,p,6457,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6457,1625,3,4,96.25,99.60,6.63,92.80 j2p/mushroom,oneR,disctree,p,6457,1625,3,4,98.40,100.00,3.07,96.77 j2p/mushroom,bayes,disctree,p,6499,1583,3,5,95.83,98.85,6.52,92.19 j2p/mushroom,j48,disctree,p,6499,1583,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1583,3,5,95.83,98.85,6.52,92.19 j2p/mushroom,oneR,disctree,p,6499,1583,3,5,98.48,100.00,2.78,96.77 j2p/mushroom,bayes,disctree,p,6475,1624,4,1,94.09,99.17,10.00,88.86 j2p/mushroom,j48,disctree,p,6475,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6475,1624,4,1,94.09,99.17,10.00,88.86 j2p/mushroom,oneR,disctree,p,6475,1624,4,1,98.34,100.00,3.20,96.66 j2p/mushroom,bayes,disctree,p,6474,1625,4,2,96.80,98.79,4.88,94.47 j2p/mushroom,j48,disctree,p,6474,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1625,4,2,96.80,98.79,4.88,94.47 j2p/mushroom,oneR,disctree,p,6474,1625,4,2,98.83,100.00,2.19,97.56 j2p/mushroom,bayes,disctree,p,6474,1625,4,3,96.18,99.17,6.18,92.72 j2p/mushroom,j48,disctree,p,6474,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1625,4,3,96.18,99.17,6.18,92.72 j2p/mushroom,oneR,disctree,p,6474,1625,4,3,98.34,100.00,3.06,96.49 j2p/mushroom,bayes,disctree,p,6474,1625,4,4,95.51,99.04,7.35,91.60 j2p/mushroom,j48,disctree,p,6474,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1625,4,4,95.51,99.04,7.35,91.60 j2p/mushroom,oneR,disctree,p,6474,1625,4,4,98.58,100.00,2.67,97.07 j2p/mushroom,bayes,disctree,p,6499,1600,4,5,95.19,99.42,8.06,90.43 j2p/mushroom,j48,disctree,p,6499,1600,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1600,4,5,95.19,99.42,8.06,90.43 j2p/mushroom,oneR,disctree,p,6499,1600,4,5,98.50,100.00,2.79,96.85 j2p/mushroom,bayes,disctree,p,6467,1624,5,1,94.70,99.59,9.32,89.79 j2p/mushroom,j48,disctree,p,6467,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6467,1624,5,1,94.70,99.59,9.32,89.79 j2p/mushroom,oneR,disctree,p,6467,1624,5,1,98.46,100.00,2.99,96.92 j2p/mushroom,bayes,disctree,p,6466,1625,5,2,95.63,98.59,6.66,91.97 j2p/mushroom,j48,disctree,p,6466,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,5,2,95.63,98.59,6.66,91.97 j2p/mushroom,oneR,disctree,p,6466,1625,5,2,98.52,100.00,2.70,96.84 j2p/mushroom,bayes,disctree,p,6466,1625,5,3,95.57,99.17,7.35,91.61 j2p/mushroom,j48,disctree,p,6466,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,5,3,95.57,99.17,7.35,91.61 j2p/mushroom,oneR,disctree,p,6466,1625,5,3,98.52,100.00,2.78,96.95 j2p/mushroom,bayes,disctree,p,6466,1625,5,4,96.25,99.30,6.14,92.67 j2p/mushroom,j48,disctree,p,6466,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,5,4,96.25,99.30,6.14,92.67 j2p/mushroom,oneR,disctree,p,6466,1625,5,4,98.58,100.00,2.60,96.99 j2p/mushroom,bayes,disctree,p,6499,1592,5,5,96.11,99.05,6.41,92.97 j2p/mushroom,j48,disctree,p,6499,1592,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1592,5,5,96.11,99.05,6.41,92.97 j2p/mushroom,oneR,disctree,p,6499,1592,5,5,98.49,100.00,2.88,96.93 j2p/mushroom,bayes,tbin,p,6474,1624,1,1,96.74,98.58,4.68,94.17 j2p/mushroom,j48,tbin,p,6474,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6474,1624,1,1,96.74,98.58,4.68,94.17 j2p/mushroom,oneR,tbin,p,6474,1624,1,1,98.71,100.00,2.32,97.15 j2p/mushroom,bayes,tbin,p,6473,1625,1,2,96.49,99.33,5.90,93.42 j2p/mushroom,j48,tbin,p,6473,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,1,2,96.49,99.33,5.90,93.42 j2p/mushroom,oneR,tbin,p,6473,1625,1,2,98.46,100.00,2.91,96.84 j2p/mushroom,bayes,tbin,p,6473,1625,1,3,95.14,99.60,8.78,90.87 j2p/mushroom,j48,tbin,p,6473,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,1,3,95.14,99.60,8.78,90.87 j2p/mushroom,oneR,tbin,p,6473,1625,1,3,98.03,100.00,3.88,96.15 j2p/mushroom,bayes,tbin,p,6473,1625,1,4,95.20,98.87,7.63,90.90 j2p/mushroom,j48,tbin,p,6473,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,1,4,95.20,98.87,7.63,90.90 j2p/mushroom,oneR,tbin,p,6473,1625,1,4,98.83,100.00,2.17,97.53 j2p/mushroom,bayes,tbin,p,6499,1599,1,5,94.12,99.00,9.69,88.86 j2p/mushroom,j48,tbin,p,6499,1599,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1599,1,5,94.12,99.00,9.69,88.86 j2p/mushroom,oneR,tbin,p,6499,1599,1,5,98.56,100.00,2.73,97.06 j2p/mushroom,bayes,tbin,p,6468,1624,2,1,95.69,99.06,7.13,92.10 j2p/mushroom,j48,tbin,p,6468,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1624,2,1,95.69,99.06,7.13,92.10 j2p/mushroom,oneR,tbin,p,6468,1624,2,1,98.40,100.00,3.05,96.74 j2p/mushroom,bayes,tbin,p,6467,1625,2,2,95.20,99.29,7.93,90.56 j2p/mushroom,j48,tbin,p,6467,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,2,2,95.20,99.29,7.93,90.56 j2p/mushroom,oneR,tbin,p,6467,1625,2,2,98.71,100.00,2.41,97.28 j2p/mushroom,bayes,tbin,p,6467,1625,2,3,96.12,99.47,6.73,92.65 j2p/mushroom,j48,tbin,p,6467,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,2,3,96.12,99.47,6.73,92.65 j2p/mushroom,oneR,tbin,p,6467,1625,2,3,98.71,100.00,2.49,97.38 j2p/mushroom,bayes,tbin,p,6467,1625,2,4,95.57,98.73,6.89,91.75 j2p/mushroom,j48,tbin,p,6467,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,2,4,95.57,98.73,6.89,91.75 j2p/mushroom,oneR,tbin,p,6467,1625,2,4,98.52,100.00,2.71,96.86 j2p/mushroom,bayes,tbin,p,6499,1593,2,5,95.61,98.75,6.98,92.09 j2p/mushroom,j48,tbin,p,6499,1593,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1593,2,5,95.61,98.75,6.98,92.09 j2p/mushroom,oneR,tbin,p,6499,1593,2,5,98.24,100.00,3.29,96.37 j2p/mushroom,bayes,tbin,p,6468,1624,3,1,94.77,98.49,8.27,90.66 j2p/mushroom,j48,tbin,p,6468,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1624,3,1,94.77,98.49,8.27,90.66 j2p/mushroom,oneR,tbin,p,6468,1624,3,1,98.28,100.00,3.26,96.46 j2p/mushroom,bayes,tbin,p,6467,1625,3,2,96.18,99.58,6.52,92.40 j2p/mushroom,j48,tbin,p,6467,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,3,2,96.18,99.58,6.52,92.40 j2p/mushroom,oneR,tbin,p,6467,1625,3,2,98.40,100.00,2.97,96.65 j2p/mushroom,bayes,tbin,p,6467,1625,3,3,95.51,99.18,7.53,91.58 j2p/mushroom,j48,tbin,p,6467,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,3,3,95.51,99.18,7.53,91.58 j2p/mushroom,oneR,tbin,p,6467,1625,3,3,98.77,100.00,2.36,97.49 j2p/mushroom,bayes,tbin,p,6467,1625,3,4,95.57,98.52,6.91,92.30 j2p/mushroom,j48,tbin,p,6467,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,3,4,95.57,98.52,6.91,92.30 j2p/mushroom,oneR,tbin,p,6467,1625,3,4,98.58,100.00,2.69,97.10 j2p/mushroom,bayes,tbin,p,6499,1593,3,5,96.17,99.57,6.47,92.28 j2p/mushroom,j48,tbin,p,6499,1593,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1593,3,5,96.17,99.57,6.47,92.28 j2p/mushroom,oneR,tbin,p,6499,1593,3,5,98.56,100.00,2.66,96.94 j2p/mushroom,bayes,tbin,p,6479,1624,4,1,96.31,98.93,5.93,93.43 j2p/mushroom,j48,tbin,p,6479,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6479,1624,4,1,96.31,98.93,5.93,93.43 j2p/mushroom,oneR,tbin,p,6479,1624,4,1,98.77,100.00,2.34,97.47 j2p/mushroom,bayes,tbin,p,6478,1625,4,2,95.51,99.15,7.28,91.25 j2p/mushroom,j48,tbin,p,6478,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6478,1625,4,2,95.51,99.15,7.28,91.25 j2p/mushroom,oneR,tbin,p,6478,1625,4,2,98.34,100.00,3.05,96.48 j2p/mushroom,bayes,tbin,p,6478,1625,4,3,94.22,98.32,8.99,89.53 j2p/mushroom,j48,tbin,p,6478,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6478,1625,4,3,94.22,98.32,8.99,89.53 j2p/mushroom,oneR,tbin,p,6478,1625,4,3,98.15,100.00,3.44,96.17 j2p/mushroom,bayes,tbin,p,6478,1625,4,4,96.37,99.05,5.88,93.38 j2p/mushroom,j48,tbin,p,6478,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6478,1625,4,4,96.37,99.05,5.88,93.38 j2p/mushroom,oneR,tbin,p,6478,1625,4,4,98.77,100.00,2.33,97.45 j2p/mushroom,bayes,tbin,p,6499,1604,4,5,95.51,99.86,7.95,90.91 j2p/mushroom,j48,tbin,p,6499,1604,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1604,4,5,95.51,99.86,7.95,90.91 j2p/mushroom,oneR,tbin,p,6499,1604,4,5,98.57,100.00,2.72,97.06 j2p/mushroom,bayes,tbin,p,6473,1624,5,1,95.69,98.58,6.54,92.06 j2p/mushroom,j48,tbin,p,6473,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1624,5,1,95.69,98.58,6.54,92.06 j2p/mushroom,oneR,tbin,p,6473,1624,5,1,98.58,100.00,2.58,96.96 j2p/mushroom,bayes,tbin,p,6472,1625,5,2,96.12,99.73,6.96,92.44 j2p/mushroom,j48,tbin,p,6472,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,5,2,96.12,99.73,6.96,92.44 j2p/mushroom,oneR,tbin,p,6472,1625,5,2,98.34,100.00,3.20,96.65 j2p/mushroom,bayes,tbin,p,6472,1625,5,3,95.63,98.49,6.70,92.30 j2p/mushroom,j48,tbin,p,6472,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,5,3,95.63,98.49,6.70,92.30 j2p/mushroom,oneR,tbin,p,6472,1625,5,3,98.77,100.00,2.31,97.43 j2p/mushroom,bayes,tbin,p,6472,1625,5,4,95.26,99.19,8.04,91.20 j2p/mushroom,j48,tbin,p,6472,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,5,4,95.26,99.19,8.04,91.20 j2p/mushroom,oneR,tbin,p,6472,1625,5,4,98.71,100.00,2.50,97.40 j2p/mushroom,bayes,tbin,p,6499,1598,5,5,95.68,99.29,7.13,91.57 j2p/mushroom,j48,tbin,p,6499,1598,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1598,5,5,95.68,99.29,7.13,91.57 j2p/mushroom,oneR,tbin,p,6499,1598,5,5,98.19,100.00,3.34,96.18 j2p/mushroom,bayes,fayyadIrani,p,6478,1624,1,1,95.94,99.46,7.02,92.24 j2p/mushroom,j48,fayyadIrani,p,6478,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6478,1624,1,1,95.94,99.46,7.02,92.24 j2p/mushroom,oneR,fayyadIrani,p,6478,1624,1,1,98.46,100.00,2.94,96.87 j2p/mushroom,bayes,fayyadIrani,p,6477,1625,1,2,95.20,99.15,7.83,90.66 j2p/mushroom,j48,fayyadIrani,p,6477,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1625,1,2,95.20,99.15,7.83,90.66 j2p/mushroom,oneR,fayyadIrani,p,6477,1625,1,2,98.65,100.00,2.51,97.15 j2p/mushroom,bayes,fayyadIrani,p,6477,1625,1,3,96.12,99.20,6.48,92.85 j2p/mushroom,j48,fayyadIrani,p,6477,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1625,1,3,96.12,99.20,6.48,92.85 j2p/mushroom,oneR,fayyadIrani,p,6477,1625,1,3,98.71,100.00,2.47,97.37 j2p/mushroom,bayes,fayyadIrani,p,6477,1625,1,4,95.57,99.30,7.37,91.39 j2p/mushroom,j48,fayyadIrani,p,6477,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1625,1,4,95.57,99.30,7.37,91.39 j2p/mushroom,oneR,fayyadIrani,p,6477,1625,1,4,98.58,100.00,2.64,97.04 j2p/mushroom,bayes,fayyadIrani,p,6499,1603,1,5,95.32,98.32,7.09,91.78 j2p/mushroom,j48,fayyadIrani,p,6499,1603,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1603,1,5,95.32,98.32,7.09,91.78 j2p/mushroom,oneR,fayyadIrani,p,6499,1603,1,5,98.19,100.00,3.35,96.21 j2p/mushroom,bayes,fayyadIrani,p,6473,1624,2,1,95.63,99.33,7.55,91.86 j2p/mushroom,j48,fayyadIrani,p,6473,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1624,2,1,95.63,99.33,7.55,91.86 j2p/mushroom,oneR,fayyadIrani,p,6473,1624,2,1,98.46,100.00,2.98,96.92 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,2,2,96.12,98.21,5.56,93.45 j2p/mushroom,j48,fayyadIrani,p,6472,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,2,2,96.12,98.21,5.56,93.45 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,2,2,98.52,100.00,2.71,96.85 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,2,3,95.20,99.59,8.34,90.60 j2p/mushroom,j48,fayyadIrani,p,6472,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,2,3,95.20,99.59,8.34,90.60 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,2,3,98.34,100.00,3.16,96.62 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,2,4,96.00,99.33,6.81,92.49 j2p/mushroom,j48,fayyadIrani,p,6472,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,2,4,96.00,99.33,6.81,92.49 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,2,4,98.28,100.00,3.28,96.50 j2p/mushroom,bayes,fayyadIrani,p,6499,1598,2,5,95.06,98.96,7.78,90.23 j2p/mushroom,j48,fayyadIrani,p,6499,1598,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1598,2,5,95.06,98.96,7.78,90.23 j2p/mushroom,oneR,fayyadIrani,p,6499,1598,2,5,99.00,100.00,1.82,97.83 j2p/mushroom,bayes,fayyadIrani,p,6456,1624,3,1,94.89,98.91,8.40,90.60 j2p/mushroom,j48,fayyadIrani,p,6456,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6456,1624,3,1,94.89,98.91,8.40,90.60 j2p/mushroom,oneR,fayyadIrani,p,6456,1624,3,1,98.40,100.00,3.05,96.74 j2p/mushroom,bayes,fayyadIrani,p,6455,1625,3,2,95.32,99.03,7.64,91.20 j2p/mushroom,j48,fayyadIrani,p,6455,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6455,1625,3,2,95.32,99.03,7.64,91.20 j2p/mushroom,oneR,fayyadIrani,p,6455,1625,3,2,98.71,100.00,2.44,97.32 j2p/mushroom,bayes,fayyadIrani,p,6455,1625,3,3,96.80,99.15,5.01,93.84 j2p/mushroom,j48,fayyadIrani,p,6455,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6455,1625,3,3,96.80,99.15,5.01,93.84 j2p/mushroom,oneR,fayyadIrani,p,6455,1625,3,3,98.58,100.00,2.55,96.92 j2p/mushroom,bayes,fayyadIrani,p,6455,1625,3,4,94.83,98.76,8.34,90.53 j2p/mushroom,j48,fayyadIrani,p,6455,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6455,1625,3,4,94.83,98.76,8.34,90.53 j2p/mushroom,oneR,fayyadIrani,p,6455,1625,3,4,98.71,100.00,2.46,97.35 j2p/mushroom,bayes,fayyadIrani,p,6499,1581,3,5,96.20,99.45,6.53,92.78 j2p/mushroom,j48,fayyadIrani,p,6499,1581,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1581,3,5,96.20,99.45,6.53,92.78 j2p/mushroom,oneR,fayyadIrani,p,6499,1581,3,5,98.23,100.00,3.36,96.39 j2p/mushroom,bayes,fayyadIrani,p,6475,1624,4,1,95.26,99.06,7.98,91.36 j2p/mushroom,j48,fayyadIrani,p,6475,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6475,1624,4,1,95.26,99.06,7.98,91.36 j2p/mushroom,oneR,fayyadIrani,p,6475,1624,4,1,98.28,100.00,3.33,96.54 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,4,2,95.51,98.76,7.10,91.78 j2p/mushroom,j48,fayyadIrani,p,6474,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,4,2,95.51,98.76,7.10,91.78 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,4,2,98.46,100.00,2.87,96.79 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,4,3,96.12,99.60,6.89,92.60 j2p/mushroom,j48,fayyadIrani,p,6474,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,4,3,96.12,99.60,6.89,92.60 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,4,3,98.46,100.00,2.98,96.92 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,4,4,95.45,99.14,7.34,91.05 j2p/mushroom,j48,fayyadIrani,p,6474,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,4,4,95.45,99.14,7.34,91.05 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,4,4,98.65,100.00,2.48,97.11 j2p/mushroom,bayes,fayyadIrani,p,6499,1600,4,5,95.81,98.99,6.62,91.97 j2p/mushroom,j48,fayyadIrani,p,6499,1600,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1600,4,5,95.81,98.99,6.62,91.97 j2p/mushroom,oneR,fayyadIrani,p,6499,1600,4,5,98.75,100.00,2.29,97.32 j2p/mushroom,bayes,fayyadIrani,p,6476,1624,5,1,95.32,98.89,7.52,91.28 j2p/mushroom,j48,fayyadIrani,p,6476,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6476,1624,5,1,95.32,98.89,7.52,91.28 j2p/mushroom,oneR,fayyadIrani,p,6476,1624,5,1,98.40,100.00,2.99,96.67 j2p/mushroom,bayes,fayyadIrani,p,6475,1625,5,2,96.18,98.48,5.67,93.33 j2p/mushroom,j48,fayyadIrani,p,6475,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6475,1625,5,2,96.18,98.48,5.67,93.33 j2p/mushroom,oneR,fayyadIrani,p,6475,1625,5,2,99.08,100.00,1.71,98.04 j2p/mushroom,bayes,fayyadIrani,p,6475,1625,5,3,95.82,99.60,7.43,92.00 j2p/mushroom,j48,fayyadIrani,p,6475,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6475,1625,5,3,95.82,99.60,7.43,92.00 j2p/mushroom,oneR,fayyadIrani,p,6475,1625,5,3,98.46,100.00,2.98,96.92 j2p/mushroom,bayes,fayyadIrani,p,6475,1625,5,4,96.12,99.20,6.51,92.88 j2p/mushroom,j48,fayyadIrani,p,6475,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6475,1625,5,4,96.12,99.20,6.51,92.88 j2p/mushroom,oneR,fayyadIrani,p,6475,1625,5,4,98.46,100.00,2.94,96.88 j2p/mushroom,bayes,fayyadIrani,p,6499,1601,5,5,94.75,99.26,8.54,89.47 j2p/mushroom,j48,fayyadIrani,p,6499,1601,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1601,5,5,94.75,99.26,8.54,89.47 j2p/mushroom,oneR,fayyadIrani,p,6499,1601,5,5,98.19,100.00,3.30,96.13 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1846,461,1,1,75.70,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,1,1,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,1,1,84.38,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,1,1,58.79,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,1,2,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,1,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,1,2,85.28,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,1,2,64.72,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,1,3,80.74,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,1,3,95.24,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,1,3,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,1,3,61.04,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,1,4,82.68,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,1,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,1,4,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,1,4,63.42,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,1,5,79.78,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,1,5,95.65,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,1,5,84.57,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,1,5,65.65,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,461,2,1,79.61,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,2,1,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,2,1,85.25,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,2,1,63.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,2,77.71,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,2,82.03,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,2,62.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,3,78.57,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,3,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,3,86.58,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,3,61.90,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,4,82.25,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,4,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,4,66.67,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,2,5,82.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,2,5,94.13,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,2,5,85.00,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,2,5,62.83,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1849,461,3,1,79.83,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1849,461,3,1,95.88,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1849,461,3,1,85.03,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1849,461,3,1,64.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,3,2,77.49,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,3,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,3,2,82.25,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,3,2,60.17,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,3,3,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,3,3,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,3,3,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,3,3,66.45,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,3,4,82.90,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,3,4,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,3,4,87.01,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,3,4,61.47,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,3,5,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,3,5,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,3,5,87.23,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,3,5,64.07,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,461,4,1,81.34,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,461,4,1,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,461,4,1,84.82,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,461,4,1,64.86,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,2,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,2,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,2,84.42,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,2,60.17,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,3,81.82,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,3,95.24,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,3,88.31,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,3,60.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,4,79.44,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,4,84.20,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,4,60.17,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,5,78.35,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,5,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,5,83.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,5,65.80,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,461,5,1,79.61,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,5,1,95.44,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,5,1,84.38,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,5,1,60.09,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,5,2,79.44,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,5,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,5,2,81.60,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,5,2,65.37,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,5,3,82.68,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,5,3,97.62,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,5,3,87.88,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,5,3,65.37,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,5,4,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,5,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,5,4,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,5,4,57.36,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,5,5,77.61,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,5,5,95.65,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,5,5,84.35,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,5,5,64.78,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,1,1,88.07,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,1,1,86.33,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,1,1,88.07,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,1,1,66.38,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,1,2,88.31,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,1,2,82.68,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,1,2,88.31,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,1,2,62.34,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,1,3,86.36,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,1,3,84.63,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,1,3,86.36,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,1,3,63.64,100.00,1.54,98.59 q2s/segment,bayes,disctree,sky,1846,462,1,4,88.74,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,1,4,84.20,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,1,4,88.74,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,1,4,62.12,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,1,5,90.89,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,1,5,82.65,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,1,5,90.89,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,1,5,62.47,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,461,2,1,90.24,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,2,1,85.03,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,2,1,90.24,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,2,1,67.03,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,2,2,87.23,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,2,2,82.90,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,2,2,87.23,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,2,2,62.34,100.00,1.56,98.36 q2s/segment,bayes,disctree,sky,1845,462,2,3,87.88,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,2,3,81.60,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,2,3,87.88,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,2,3,59.31,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,2,4,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,2,4,82.25,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,2,4,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,2,4,63.20,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,460,2,5,89.57,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,2,5,85.43,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,2,5,89.57,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,2,5,66.96,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1843,461,3,1,87.20,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1843,461,3,1,85.03,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1843,461,3,1,87.20,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1843,461,3,1,64.43,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1842,462,3,2,88.74,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1842,462,3,2,83.55,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1842,462,3,2,88.74,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1842,462,3,2,62.34,100.00,1.79,98.28 q2s/segment,bayes,disctree,sky,1842,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1842,462,3,3,84.85,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1842,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1842,462,3,3,66.23,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1842,462,3,4,90.48,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1842,462,3,4,85.71,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1842,462,3,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1842,462,3,4,65.37,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,457,3,5,88.62,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,457,3,5,81.40,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,457,3,5,88.62,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,457,3,5,63.46,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,4,1,87.85,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,4,1,83.51,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,4,1,87.85,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,4,1,65.08,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,2,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,2,82.90,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,2,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,2,65.80,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,3,89.61,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,3,85.50,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,3,89.61,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,3,66.67,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,4,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,4,80.74,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,4,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,4,61.04,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,5,89.61,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,5,80.09,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,5,89.61,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,5,62.12,100.00,1.82,98.61 q2s/segment,bayes,disctree,sky,1846,461,5,1,87.64,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,5,1,83.08,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,5,1,87.64,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,5,1,63.56,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,5,2,87.66,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,5,2,82.68,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,5,2,87.66,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,5,2,64.29,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,5,3,91.13,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,5,3,85.71,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,5,3,91.13,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,5,3,67.10,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,5,4,88.74,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,5,4,81.60,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,5,4,88.74,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,5,4,62.55,100.00,1.89,98.59 q2s/segment,bayes,disctree,sky,1847,460,5,5,88.91,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,5,5,81.30,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,5,5,88.91,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,5,5,59.35,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,1,1,91.54,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,1,1,96.53,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,1,1,91.54,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,1,1,51.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,2,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,2,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,2,46.54,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,3,91.34,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,3,96.32,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,3,91.34,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,3,49.57,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,4,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,4,94.59,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,4,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,4,50.65,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,5,89.83,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,5,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,5,89.83,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,5,47.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,2,1,88.50,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,2,1,92.62,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,2,1,88.50,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,2,1,49.02,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,2,2,87.66,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,2,2,94.59,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,2,2,87.66,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,2,2,51.30,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,2,3,91.77,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,2,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,2,3,91.77,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,2,3,46.32,100.00,1.79,97.44 q2s/segment,bayes,tbin,sky,1845,462,2,4,92.21,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,2,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,2,4,92.21,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,2,4,53.03,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,2,5,91.30,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,2,5,95.65,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,2,5,91.30,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,2,5,47.17,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,3,1,92.84,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,3,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,3,1,92.84,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,3,1,51.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,2,88.53,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,2,94.59,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,2,51.30,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,3,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,3,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,3,50.43,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,4,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,4,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,4,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,4,48.05,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,5,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,5,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,5,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,5,49.57,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,461,4,1,91.11,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,461,4,1,94.79,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,461,4,1,91.11,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,461,4,1,50.98,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,4,2,88.74,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,4,2,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,4,2,88.74,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,4,2,50.43,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,4,3,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,4,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,4,3,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,4,3,49.78,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,4,4,92.21,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,4,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,4,4,92.21,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,4,4,52.38,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,459,4,5,88.24,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,459,4,5,95.42,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,459,4,5,88.24,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,459,4,5,46.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,5,1,90.46,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,5,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,5,1,90.46,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,5,1,49.46,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,5,2,90.26,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,5,2,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,5,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,5,2,50.00,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,5,3,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,5,3,92.86,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,5,3,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,5,3,51.52,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,5,4,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,5,4,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,5,4,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,5,4,49.57,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,5,5,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,5,5,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,5,5,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,5,5,50.00,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,1,1,91.76,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,1,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,1,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,1,1,67.90,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,1,2,93.29,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,1,2,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,1,2,93.29,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,1,2,66.67,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,1,3,93.94,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,1,3,96.32,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,1,3,93.94,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,1,3,66.88,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,1,4,88.74,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,1,4,92.64,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,1,4,88.74,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,1,4,62.99,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,1,5,89.78,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,1,5,93.70,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,1,5,89.78,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,1,5,64.57,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,2,1,90.89,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,2,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,2,1,90.89,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,2,1,68.11,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,2,2,93.29,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,2,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,2,2,93.29,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,2,2,69.26,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,2,3,92.21,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,2,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,2,3,92.21,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,2,3,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,2,4,89.83,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,2,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,2,4,89.83,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,2,4,65.58,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,2,5,89.57,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,2,5,93.26,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,2,5,89.57,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,2,5,63.70,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,3,1,91.97,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,3,1,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,3,1,91.97,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,3,1,67.03,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,3,2,90.26,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,3,2,91.99,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,3,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,3,2,61.90,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,3,3,88.53,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,3,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,3,3,88.53,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,3,3,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,3,4,93.07,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,3,4,93.72,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,3,4,93.07,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,3,4,66.88,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,3,5,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,3,5,96.32,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,3,5,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,3,5,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,4,1,90.67,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,4,1,94.14,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,4,1,90.67,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,4,1,63.56,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,2,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,2,92.64,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,2,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,2,68.18,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,3,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,3,67.10,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,4,90.04,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,4,93.51,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,4,90.04,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,4,61.47,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,4,5,92.83,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,4,5,96.96,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,4,5,92.83,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,4,5,68.48,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,5,1,90.67,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,5,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,5,1,90.67,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,5,1,64.64,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,5,2,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,5,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,5,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,5,2,66.67,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,5,3,90.91,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,5,3,95.02,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,5,3,90.91,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,5,3,67.97,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,5,4,93.51,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,5,4,93.94,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,5,4,93.51,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,5,4,66.23,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,5,5,90.89,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,5,5,93.93,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,5,5,90.89,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,5,5,65.94,100.00,0.00,100.00 /home/donaldb/var/weka/xval.22309 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,60.98,66.67,47.06,66.67 q2s/sonar,j48,cat,Mine,167,41,1,1,78.05,82.61,27.78,79.17 q2s/sonar,nbk,cat,Mine,167,41,1,1,70.73,75.00,35.29,75.00 q2s/sonar,oneR,cat,Mine,167,41,1,1,65.85,70.83,41.18,70.83 q2s/sonar,bayes,cat,Mine,166,42,1,2,71.43,100.00,46.15,57.14 q2s/sonar,j48,cat,Mine,166,42,1,2,78.57,91.30,36.84,75.00 q2s/sonar,nbk,cat,Mine,166,42,1,2,78.57,100.00,39.13,67.86 q2s/sonar,oneR,cat,Mine,166,42,1,2,73.81,84.00,41.18,75.00 q2s/sonar,bayes,cat,Mine,167,41,1,3,68.29,70.00,32.26,41.18 q2s/sonar,j48,cat,Mine,167,41,1,3,82.93,85.71,18.52,70.59 q2s/sonar,nbk,cat,Mine,167,41,1,3,68.29,62.50,28.00,58.82 q2s/sonar,oneR,cat,Mine,167,41,1,3,68.29,59.09,21.05,76.47 q2s/sonar,bayes,cat,Mine,166,42,1,4,59.52,60.00,40.62,31.58 q2s/sonar,j48,cat,Mine,166,42,1,4,71.43,65.22,21.05,78.95 q2s/sonar,nbk,cat,Mine,166,42,1,4,73.81,75.00,26.92,63.16 q2s/sonar,oneR,cat,Mine,166,42,1,4,61.90,57.89,34.78,57.89 q2s/sonar,bayes,cat,Mine,167,41,1,5,68.29,70.83,35.29,73.91 q2s/sonar,j48,cat,Mine,167,41,1,5,65.85,68.00,37.50,73.91 q2s/sonar,nbk,cat,Mine,167,41,1,5,70.73,72.00,31.25,78.26 q2s/sonar,oneR,cat,Mine,167,41,1,5,58.54,63.64,47.37,60.87 q2s/sonar,bayes,cat,Mine,167,41,2,1,78.05,80.00,23.08,66.67 q2s/sonar,j48,cat,Mine,167,41,2,1,73.17,68.42,22.73,72.22 q2s/sonar,nbk,cat,Mine,167,41,2,1,82.93,78.95,13.64,83.33 q2s/sonar,oneR,cat,Mine,167,41,2,1,58.54,52.17,33.33,66.67 q2s/sonar,bayes,cat,Mine,166,42,2,2,71.43,85.00,40.91,65.38 q2s/sonar,j48,cat,Mine,166,42,2,2,69.05,88.24,44.00,57.69 q2s/sonar,nbk,cat,Mine,166,42,2,2,73.81,85.71,38.10,69.23 q2s/sonar,oneR,cat,Mine,166,42,2,2,66.67,77.27,45.00,65.38 q2s/sonar,bayes,cat,Mine,167,41,2,3,53.66,55.56,46.88,25.00 q2s/sonar,j48,cat,Mine,167,41,2,3,65.85,62.50,29.41,75.00 q2s/sonar,nbk,cat,Mine,167,41,2,3,68.29,73.33,34.62,55.00 q2s/sonar,oneR,cat,Mine,167,41,2,3,56.10,54.17,41.18,65.00 q2s/sonar,bayes,cat,Mine,166,42,2,4,64.29,75.00,45.45,60.00 q2s/sonar,j48,cat,Mine,166,42,2,4,80.95,86.96,26.32,80.00 q2s/sonar,nbk,cat,Mine,166,42,2,4,76.19,80.00,29.41,80.00 q2s/sonar,oneR,cat,Mine,166,42,2,4,42.86,53.33,62.96,32.00 q2s/sonar,bayes,cat,Mine,167,41,2,5,65.85,72.22,39.13,59.09 q2s/sonar,j48,cat,Mine,167,41,2,5,63.41,66.67,40.00,63.64 q2s/sonar,nbk,cat,Mine,167,41,2,5,63.41,68.42,40.91,59.09 q2s/sonar,oneR,cat,Mine,167,41,2,5,53.66,57.89,50.00,50.00 q2s/sonar,bayes,cat,Mine,167,41,3,1,65.85,87.50,48.00,53.85 q2s/sonar,j48,cat,Mine,167,41,3,1,73.17,85.71,40.00,69.23 q2s/sonar,nbk,cat,Mine,167,41,3,1,65.85,83.33,47.83,57.69 q2s/sonar,oneR,cat,Mine,167,41,3,1,65.85,83.33,47.83,57.69 q2s/sonar,bayes,cat,Mine,166,42,3,2,71.43,76.00,35.29,76.00 q2s/sonar,j48,cat,Mine,166,42,3,2,78.57,80.77,25.00,84.00 q2s/sonar,nbk,cat,Mine,166,42,3,2,83.33,87.50,22.22,84.00 q2s/sonar,oneR,cat,Mine,166,42,3,2,50.00,58.33,61.11,56.00 q2s/sonar,bayes,cat,Mine,167,41,3,3,75.61,92.86,33.33,59.09 q2s/sonar,j48,cat,Mine,167,41,3,3,75.61,75.00,23.53,81.82 q2s/sonar,nbk,cat,Mine,167,41,3,3,75.61,80.00,28.57,72.73 q2s/sonar,oneR,cat,Mine,167,41,3,3,65.85,62.50,22.22,90.91 q2s/sonar,bayes,cat,Mine,166,42,3,4,76.19,83.33,26.67,55.56 q2s/sonar,j48,cat,Mine,166,42,3,4,71.43,66.67,25.00,66.67 q2s/sonar,nbk,cat,Mine,166,42,3,4,78.57,80.00,22.22,66.67 q2s/sonar,oneR,cat,Mine,166,42,3,4,69.05,59.26,13.33,88.89 q2s/sonar,bayes,cat,Mine,167,41,3,5,56.10,55.00,42.86,55.00 q2s/sonar,j48,cat,Mine,167,41,3,5,73.17,69.57,22.22,80.00 q2s/sonar,nbk,cat,Mine,167,41,3,5,65.85,62.50,29.41,75.00 q2s/sonar,oneR,cat,Mine,167,41,3,5,60.98,57.69,33.33,75.00 q2s/sonar,bayes,cat,Mine,167,41,4,1,85.37,92.86,18.52,72.22 q2s/sonar,j48,cat,Mine,167,41,4,1,65.85,61.11,30.43,61.11 q2s/sonar,nbk,cat,Mine,167,41,4,1,87.80,88.24,12.50,83.33 q2s/sonar,oneR,cat,Mine,167,41,4,1,65.85,58.33,23.53,77.78 q2s/sonar,bayes,cat,Mine,166,42,4,2,66.67,66.67,33.33,52.63 q2s/sonar,j48,cat,Mine,166,42,4,2,61.90,57.14,33.33,63.16 q2s/sonar,nbk,cat,Mine,166,42,4,2,71.43,70.59,28.00,63.16 q2s/sonar,oneR,cat,Mine,166,42,4,2,54.76,50.00,33.33,78.95 q2s/sonar,bayes,cat,Mine,167,41,4,3,51.22,75.00,54.55,25.00 q2s/sonar,j48,cat,Mine,167,41,4,3,70.73,80.00,38.10,66.67 q2s/sonar,nbk,cat,Mine,167,41,4,3,63.41,80.00,46.15,50.00 q2s/sonar,oneR,cat,Mine,167,41,4,3,70.73,80.00,38.10,66.67 q2s/sonar,bayes,cat,Mine,166,42,4,4,61.90,78.95,52.17,55.56 q2s/sonar,j48,cat,Mine,166,42,4,4,64.29,75.00,50.00,66.67 q2s/sonar,nbk,cat,Mine,166,42,4,4,64.29,80.00,50.00,59.26 q2s/sonar,oneR,cat,Mine,166,42,4,4,66.67,72.41,46.15,77.78 q2s/sonar,bayes,cat,Mine,167,41,4,5,75.61,73.08,20.00,86.36 q2s/sonar,j48,cat,Mine,167,41,4,5,63.41,62.96,35.71,77.27 q2s/sonar,nbk,cat,Mine,167,41,4,5,73.17,70.37,21.43,86.36 q2s/sonar,oneR,cat,Mine,167,41,4,5,63.41,64.00,37.50,72.73 q2s/sonar,bayes,cat,Mine,167,41,5,1,60.98,81.25,52.00,50.00 q2s/sonar,j48,cat,Mine,167,41,5,1,68.29,84.21,45.45,61.54 q2s/sonar,nbk,cat,Mine,167,41,5,1,60.98,72.73,52.63,61.54 q2s/sonar,oneR,cat,Mine,167,41,5,1,51.22,63.64,63.16,53.85 q2s/sonar,bayes,cat,Mine,166,42,5,2,76.19,90.48,38.10,70.37 q2s/sonar,j48,cat,Mine,166,42,5,2,71.43,85.71,42.86,66.67 q2s/sonar,nbk,cat,Mine,166,42,5,2,83.33,88.46,25.00,85.19 q2s/sonar,oneR,cat,Mine,166,42,5,2,61.90,70.37,53.33,70.37 q2s/sonar,bayes,cat,Mine,167,41,5,3,65.85,60.00,32.26,37.50 q2s/sonar,j48,cat,Mine,167,41,5,3,80.49,72.22,13.04,81.25 q2s/sonar,nbk,cat,Mine,167,41,5,3,70.73,64.29,25.93,56.25 q2s/sonar,oneR,cat,Mine,167,41,5,3,68.29,57.14,20.00,75.00 q2s/sonar,bayes,cat,Mine,166,42,5,4,66.67,76.92,37.93,47.62 q2s/sonar,j48,cat,Mine,166,42,5,4,76.19,82.35,28.00,66.67 q2s/sonar,nbk,cat,Mine,166,42,5,4,71.43,76.47,32.00,61.90 q2s/sonar,oneR,cat,Mine,166,42,5,4,64.29,65.00,36.36,61.90 q2s/sonar,bayes,cat,Mine,167,41,5,5,70.73,73.68,31.82,66.67 q2s/sonar,j48,cat,Mine,167,41,5,5,75.61,72.00,18.75,85.71 q2s/sonar,nbk,cat,Mine,167,41,5,5,73.17,72.73,26.32,76.19 q2s/sonar,oneR,cat,Mine,167,41,5,5,68.29,63.33,18.18,90.48 q2s/sonar,bayes,disctree,Mine,167,41,1,1,85.37,91.30,22.22,84.00 q2s/sonar,j48,disctree,Mine,167,41,1,1,82.93,84.62,20.00,88.00 q2s/sonar,nbk,disctree,Mine,167,41,1,1,85.37,91.30,22.22,84.00 q2s/sonar,oneR,disctree,Mine,167,41,1,1,80.49,84.00,25.00,84.00 q2s/sonar,bayes,disctree,Mine,166,42,1,2,85.71,86.36,15.00,86.36 q2s/sonar,j48,disctree,Mine,166,42,1,2,78.57,84.21,26.09,72.73 q2s/sonar,nbk,disctree,Mine,166,42,1,2,85.71,86.36,15.00,86.36 q2s/sonar,oneR,disctree,Mine,166,42,1,2,76.19,83.33,29.17,68.18 q2s/sonar,bayes,disctree,Mine,167,41,1,3,53.66,48.28,33.33,77.78 q2s/sonar,j48,disctree,Mine,167,41,1,3,73.17,64.00,12.50,88.89 q2s/sonar,nbk,disctree,Mine,167,41,1,3,53.66,48.28,33.33,77.78 q2s/sonar,oneR,disctree,Mine,167,41,1,3,70.73,61.54,13.33,88.89 q2s/sonar,bayes,disctree,Mine,166,42,1,4,73.81,77.27,30.00,73.91 q2s/sonar,j48,disctree,Mine,166,42,1,4,61.90,65.22,42.11,65.22 q2s/sonar,nbk,disctree,Mine,166,42,1,4,73.81,77.27,30.00,73.91 q2s/sonar,oneR,disctree,Mine,166,42,1,4,66.67,71.43,38.10,65.22 q2s/sonar,bayes,disctree,Mine,167,41,1,5,70.73,72.00,31.25,78.26 q2s/sonar,j48,disctree,Mine,167,41,1,5,75.61,80.95,30.00,73.91 q2s/sonar,nbk,disctree,Mine,167,41,1,5,70.73,72.00,31.25,78.26 q2s/sonar,oneR,disctree,Mine,167,41,1,5,78.05,81.82,26.32,78.26 q2s/sonar,bayes,disctree,Mine,167,41,2,1,78.05,79.17,23.53,82.61 q2s/sonar,j48,disctree,Mine,167,41,2,1,73.17,83.33,34.78,65.22 q2s/sonar,nbk,disctree,Mine,167,41,2,1,78.05,79.17,23.53,82.61 q2s/sonar,oneR,disctree,Mine,167,41,2,1,70.73,82.35,37.50,60.87 q2s/sonar,bayes,disctree,Mine,166,42,2,2,80.95,77.27,15.00,85.00 q2s/sonar,j48,disctree,Mine,166,42,2,2,80.95,75.00,11.11,90.00 q2s/sonar,nbk,disctree,Mine,166,42,2,2,80.95,77.27,15.00,85.00 q2s/sonar,oneR,disctree,Mine,166,42,2,2,80.95,77.27,15.00,85.00 q2s/sonar,bayes,disctree,Mine,167,41,2,3,70.73,66.67,23.53,80.00 q2s/sonar,j48,disctree,Mine,167,41,2,3,73.17,69.57,22.22,80.00 q2s/sonar,nbk,disctree,Mine,167,41,2,3,70.73,66.67,23.53,80.00 q2s/sonar,oneR,disctree,Mine,167,41,2,3,73.17,71.43,25.00,75.00 q2s/sonar,bayes,disctree,Mine,166,42,2,4,71.43,67.86,21.43,86.36 q2s/sonar,j48,disctree,Mine,166,42,2,4,71.43,77.78,33.33,63.64 q2s/sonar,nbk,disctree,Mine,166,42,2,4,71.43,67.86,21.43,86.36 q2s/sonar,oneR,disctree,Mine,166,42,2,4,71.43,77.78,33.33,63.64 q2s/sonar,bayes,disctree,Mine,167,41,2,5,78.05,81.48,28.57,84.62 q2s/sonar,j48,disctree,Mine,167,41,2,5,73.17,75.86,33.33,84.62 q2s/sonar,nbk,disctree,Mine,167,41,2,5,78.05,81.48,28.57,84.62 q2s/sonar,oneR,disctree,Mine,167,41,2,5,70.73,75.00,38.46,80.77 q2s/sonar,bayes,disctree,Mine,167,41,3,1,70.73,63.33,9.09,95.00 q2s/sonar,j48,disctree,Mine,167,41,3,1,68.29,66.67,30.00,70.00 q2s/sonar,nbk,disctree,Mine,167,41,3,1,70.73,63.33,9.09,95.00 q2s/sonar,oneR,disctree,Mine,167,41,3,1,65.85,65.00,33.33,65.00 q2s/sonar,bayes,disctree,Mine,166,42,3,2,69.05,62.07,15.38,90.00 q2s/sonar,j48,disctree,Mine,166,42,3,2,66.67,63.64,30.00,70.00 q2s/sonar,nbk,disctree,Mine,166,42,3,2,69.05,62.07,15.38,90.00 q2s/sonar,oneR,disctree,Mine,166,42,3,2,64.29,60.00,29.41,75.00 q2s/sonar,bayes,disctree,Mine,167,41,3,3,80.49,72.00,6.25,94.74 q2s/sonar,j48,disctree,Mine,167,41,3,3,73.17,70.00,23.81,73.68 q2s/sonar,nbk,disctree,Mine,167,41,3,3,80.49,72.00,6.25,94.74 q2s/sonar,oneR,disctree,Mine,167,41,3,3,73.17,70.00,23.81,73.68 q2s/sonar,bayes,disctree,Mine,166,42,3,4,83.33,80.00,11.76,90.91 q2s/sonar,j48,disctree,Mine,166,42,3,4,80.95,76.92,12.50,90.91 q2s/sonar,nbk,disctree,Mine,166,42,3,4,83.33,80.00,11.76,90.91 q2s/sonar,oneR,disctree,Mine,166,42,3,4,80.95,79.17,16.67,86.36 q2s/sonar,bayes,disctree,Mine,167,41,3,5,58.54,80.00,61.90,55.17 q2s/sonar,j48,disctree,Mine,167,41,3,5,73.17,84.62,46.67,75.86 q2s/sonar,nbk,disctree,Mine,167,41,3,5,58.54,80.00,61.90,55.17 q2s/sonar,oneR,disctree,Mine,167,41,3,5,75.61,85.19,42.86,79.31 q2s/sonar,bayes,disctree,Mine,167,41,4,1,63.41,60.00,31.25,75.00 q2s/sonar,j48,disctree,Mine,167,41,4,1,68.29,65.22,27.78,75.00 q2s/sonar,nbk,disctree,Mine,167,41,4,1,63.41,60.00,31.25,75.00 q2s/sonar,oneR,disctree,Mine,167,41,4,1,73.17,71.43,25.00,75.00 q2s/sonar,bayes,disctree,Mine,166,42,4,2,78.57,70.83,11.11,89.47 q2s/sonar,j48,disctree,Mine,166,42,4,2,66.67,63.16,30.43,63.16 q2s/sonar,nbk,disctree,Mine,166,42,4,2,78.57,70.83,11.11,89.47 q2s/sonar,oneR,disctree,Mine,166,42,4,2,71.43,73.33,29.63,57.89 q2s/sonar,bayes,disctree,Mine,167,41,4,3,75.61,76.00,25.00,82.61 q2s/sonar,j48,disctree,Mine,167,41,4,3,80.49,82.61,22.22,82.61 q2s/sonar,nbk,disctree,Mine,167,41,4,3,75.61,76.00,25.00,82.61 q2s/sonar,oneR,disctree,Mine,167,41,4,3,80.49,85.71,25.00,78.26 q2s/sonar,bayes,disctree,Mine,166,42,4,4,71.43,68.00,23.53,80.95 q2s/sonar,j48,disctree,Mine,166,42,4,4,61.90,61.90,38.10,61.90 q2s/sonar,nbk,disctree,Mine,166,42,4,4,71.43,68.00,23.53,80.95 q2s/sonar,oneR,disctree,Mine,166,42,4,4,66.67,65.22,31.58,71.43 q2s/sonar,bayes,disctree,Mine,167,41,4,5,75.61,81.48,35.71,81.48 q2s/sonar,j48,disctree,Mine,167,41,4,5,82.93,85.71,23.08,88.89 q2s/sonar,nbk,disctree,Mine,167,41,4,5,75.61,81.48,35.71,81.48 q2s/sonar,oneR,disctree,Mine,167,41,4,5,80.49,85.19,28.57,85.19 q2s/sonar,bayes,disctree,Mine,167,41,5,1,68.29,56.00,12.50,87.50 q2s/sonar,j48,disctree,Mine,167,41,5,1,63.41,52.38,25.00,68.75 q2s/sonar,nbk,disctree,Mine,167,41,5,1,68.29,56.00,12.50,87.50 q2s/sonar,oneR,disctree,Mine,167,41,5,1,60.98,50.00,28.57,62.50 q2s/sonar,bayes,disctree,Mine,166,42,5,2,76.19,83.33,33.33,76.92 q2s/sonar,j48,disctree,Mine,166,42,5,2,76.19,83.33,33.33,76.92 q2s/sonar,nbk,disctree,Mine,166,42,5,2,76.19,83.33,33.33,76.92 q2s/sonar,oneR,disctree,Mine,166,42,5,2,76.19,83.33,33.33,76.92 q2s/sonar,bayes,disctree,Mine,167,41,5,3,75.61,69.57,16.67,84.21 q2s/sonar,j48,disctree,Mine,167,41,5,3,80.49,76.19,15.00,84.21 q2s/sonar,nbk,disctree,Mine,167,41,5,3,75.61,69.57,16.67,84.21 q2s/sonar,oneR,disctree,Mine,167,41,5,3,78.05,72.73,15.79,84.21 q2s/sonar,bayes,disctree,Mine,166,42,5,4,71.43,66.67,22.22,80.00 q2s/sonar,j48,disctree,Mine,166,42,5,4,76.19,72.73,20.00,80.00 q2s/sonar,nbk,disctree,Mine,166,42,5,4,71.43,66.67,22.22,80.00 q2s/sonar,oneR,disctree,Mine,166,42,5,4,76.19,72.73,20.00,80.00 q2s/sonar,bayes,disctree,Mine,167,41,5,5,78.05,91.67,41.18,75.86 q2s/sonar,j48,disctree,Mine,167,41,5,5,70.73,90.48,50.00,65.52 q2s/sonar,nbk,disctree,Mine,167,41,5,5,78.05,91.67,41.18,75.86 q2s/sonar,oneR,disctree,Mine,167,41,5,5,70.73,90.48,50.00,65.52 q2s/sonar,bayes,tbin,Mine,167,41,1,1,75.61,70.00,19.05,77.78 q2s/sonar,j48,tbin,Mine,167,41,1,1,65.85,58.33,23.53,77.78 q2s/sonar,nbk,tbin,Mine,167,41,1,1,75.61,70.00,19.05,77.78 q2s/sonar,oneR,tbin,Mine,167,41,1,1,75.61,70.00,19.05,77.78 q2s/sonar,bayes,tbin,Mine,166,42,1,2,76.19,80.00,29.41,80.00 q2s/sonar,j48,tbin,Mine,166,42,1,2,71.43,72.41,30.77,84.00 q2s/sonar,nbk,tbin,Mine,166,42,1,2,76.19,80.00,29.41,80.00 q2s/sonar,oneR,tbin,Mine,166,42,1,2,71.43,76.00,35.29,76.00 q2s/sonar,bayes,tbin,Mine,167,41,1,3,82.93,81.82,15.79,85.71 q2s/sonar,j48,tbin,Mine,167,41,1,3,70.73,68.00,25.00,80.95 q2s/sonar,nbk,tbin,Mine,167,41,1,3,82.93,81.82,15.79,85.71 q2s/sonar,oneR,tbin,Mine,167,41,1,3,70.73,66.67,21.43,85.71 q2s/sonar,bayes,tbin,Mine,166,42,1,4,73.81,79.17,33.33,76.00 q2s/sonar,j48,tbin,Mine,166,42,1,4,52.38,64.71,56.00,44.00 q2s/sonar,nbk,tbin,Mine,166,42,1,4,73.81,79.17,33.33,76.00 q2s/sonar,oneR,tbin,Mine,166,42,1,4,59.52,70.00,50.00,56.00 q2s/sonar,bayes,tbin,Mine,167,41,1,5,82.93,85.71,20.00,81.82 q2s/sonar,j48,tbin,Mine,167,41,1,5,73.17,73.91,27.78,77.27 q2s/sonar,nbk,tbin,Mine,167,41,1,5,82.93,85.71,20.00,81.82 q2s/sonar,oneR,tbin,Mine,167,41,1,5,75.61,75.00,23.53,81.82 q2s/sonar,bayes,tbin,Mine,167,41,2,1,82.93,80.00,14.29,84.21 q2s/sonar,j48,tbin,Mine,167,41,2,1,70.73,64.00,18.75,84.21 q2s/sonar,nbk,tbin,Mine,167,41,2,1,82.93,80.00,14.29,84.21 q2s/sonar,oneR,tbin,Mine,167,41,2,1,70.73,65.22,22.22,78.95 q2s/sonar,bayes,tbin,Mine,166,42,2,2,83.33,95.00,27.27,76.00 q2s/sonar,j48,tbin,Mine,166,42,2,2,69.05,73.08,37.50,76.00 q2s/sonar,nbk,tbin,Mine,166,42,2,2,83.33,95.00,27.27,76.00 q2s/sonar,oneR,tbin,Mine,166,42,2,2,73.81,75.00,28.57,84.00 q2s/sonar,bayes,tbin,Mine,167,41,2,3,75.61,75.00,23.53,81.82 q2s/sonar,j48,tbin,Mine,167,41,2,3,58.54,60.87,44.44,63.64 q2s/sonar,nbk,tbin,Mine,167,41,2,3,75.61,75.00,23.53,81.82 q2s/sonar,oneR,tbin,Mine,167,41,2,3,63.41,66.67,40.00,63.64 q2s/sonar,bayes,tbin,Mine,166,42,2,4,69.05,61.54,18.75,84.21 q2s/sonar,j48,tbin,Mine,166,42,2,4,64.29,57.14,21.43,84.21 q2s/sonar,nbk,tbin,Mine,166,42,2,4,69.05,61.54,18.75,84.21 q2s/sonar,oneR,tbin,Mine,166,42,2,4,69.05,63.64,25.00,73.68 q2s/sonar,bayes,tbin,Mine,167,41,2,5,75.61,80.77,33.33,80.77 q2s/sonar,j48,tbin,Mine,167,41,2,5,70.73,76.92,40.00,76.92 q2s/sonar,nbk,tbin,Mine,167,41,2,5,75.61,80.77,33.33,80.77 q2s/sonar,oneR,tbin,Mine,167,41,2,5,78.05,81.48,28.57,84.62 q2s/sonar,bayes,tbin,Mine,167,41,3,1,75.61,69.57,16.67,84.21 q2s/sonar,j48,tbin,Mine,167,41,3,1,70.73,68.42,27.27,68.42 q2s/sonar,nbk,tbin,Mine,167,41,3,1,75.61,69.57,16.67,84.21 q2s/sonar,oneR,tbin,Mine,167,41,3,1,58.54,54.55,36.84,63.16 q2s/sonar,bayes,tbin,Mine,166,42,3,2,83.33,90.00,22.73,78.26 q2s/sonar,j48,tbin,Mine,166,42,3,2,71.43,82.35,36.00,60.87 q2s/sonar,nbk,tbin,Mine,166,42,3,2,83.33,90.00,22.73,78.26 q2s/sonar,oneR,tbin,Mine,166,42,3,2,71.43,78.95,34.78,65.22 q2s/sonar,bayes,tbin,Mine,167,41,3,3,82.93,81.48,14.29,91.67 q2s/sonar,j48,tbin,Mine,167,41,3,3,60.98,66.67,47.06,66.67 q2s/sonar,nbk,tbin,Mine,167,41,3,3,82.93,81.48,14.29,91.67 q2s/sonar,oneR,tbin,Mine,167,41,3,3,58.54,65.22,50.00,62.50 q2s/sonar,bayes,tbin,Mine,166,42,3,4,92.86,95.65,10.53,91.67 q2s/sonar,j48,tbin,Mine,166,42,3,4,69.05,70.37,33.33,79.17 q2s/sonar,nbk,tbin,Mine,166,42,3,4,92.86,95.65,10.53,91.67 q2s/sonar,oneR,tbin,Mine,166,42,3,4,73.81,74.07,26.67,83.33 q2s/sonar,bayes,tbin,Mine,167,41,3,5,75.61,73.91,22.22,80.95 q2s/sonar,j48,tbin,Mine,167,41,3,5,65.85,68.42,36.36,61.90 q2s/sonar,nbk,tbin,Mine,167,41,3,5,75.61,73.91,22.22,80.95 q2s/sonar,oneR,tbin,Mine,167,41,3,5,70.73,71.43,30.00,71.43 q2s/sonar,bayes,tbin,Mine,167,41,4,1,78.05,77.27,21.05,80.95 q2s/sonar,j48,tbin,Mine,167,41,4,1,70.73,76.47,33.33,61.90 q2s/sonar,nbk,tbin,Mine,167,41,4,1,78.05,77.27,21.05,80.95 q2s/sonar,oneR,tbin,Mine,167,41,4,1,75.61,76.19,25.00,76.19 q2s/sonar,bayes,tbin,Mine,166,42,4,2,69.05,81.25,38.46,56.52 q2s/sonar,j48,tbin,Mine,166,42,4,2,64.29,66.67,38.89,69.57 q2s/sonar,nbk,tbin,Mine,166,42,4,2,69.05,81.25,38.46,56.52 q2s/sonar,oneR,tbin,Mine,166,42,4,2,66.67,63.64,22.22,91.30 q2s/sonar,bayes,tbin,Mine,167,41,4,3,75.61,66.67,11.76,88.89 q2s/sonar,j48,tbin,Mine,167,41,4,3,65.85,57.14,15.38,88.89 q2s/sonar,nbk,tbin,Mine,167,41,4,3,75.61,66.67,11.76,88.89 q2s/sonar,oneR,tbin,Mine,167,41,4,3,65.85,57.14,15.38,88.89 q2s/sonar,bayes,tbin,Mine,166,42,4,4,78.57,82.61,26.32,79.17 q2s/sonar,j48,tbin,Mine,166,42,4,4,71.43,75.00,33.33,75.00 q2s/sonar,nbk,tbin,Mine,166,42,4,4,78.57,82.61,26.32,79.17 q2s/sonar,oneR,tbin,Mine,166,42,4,4,69.05,70.37,33.33,79.17 q2s/sonar,bayes,tbin,Mine,167,41,4,5,70.73,76.00,37.50,76.00 q2s/sonar,j48,tbin,Mine,167,41,4,5,75.61,75.86,25.00,88.00 q2s/sonar,nbk,tbin,Mine,167,41,4,5,70.73,76.00,37.50,76.00 q2s/sonar,oneR,tbin,Mine,167,41,4,5,68.29,73.08,40.00,76.00 q2s/sonar,bayes,tbin,Mine,167,41,5,1,87.80,95.45,21.05,84.00 q2s/sonar,j48,tbin,Mine,167,41,5,1,73.17,73.33,27.27,88.00 q2s/sonar,nbk,tbin,Mine,167,41,5,1,87.80,95.45,21.05,84.00 q2s/sonar,oneR,tbin,Mine,167,41,5,1,78.05,78.57,23.08,88.00 q2s/sonar,bayes,tbin,Mine,166,42,5,2,69.05,82.35,40.00,58.33 q2s/sonar,j48,tbin,Mine,166,42,5,2,66.67,72.73,40.00,66.67 q2s/sonar,nbk,tbin,Mine,166,42,5,2,69.05,82.35,40.00,58.33 q2s/sonar,oneR,tbin,Mine,166,42,5,2,66.67,72.73,40.00,66.67 q2s/sonar,bayes,tbin,Mine,167,41,5,3,73.17,69.23,20.00,85.71 q2s/sonar,j48,tbin,Mine,167,41,5,3,65.85,64.00,31.25,76.19 q2s/sonar,nbk,tbin,Mine,167,41,5,3,73.17,69.23,20.00,85.71 q2s/sonar,oneR,tbin,Mine,167,41,5,3,68.29,65.38,26.67,80.95 q2s/sonar,bayes,tbin,Mine,166,42,5,4,73.81,60.00,13.64,80.00 q2s/sonar,j48,tbin,Mine,166,42,5,4,54.76,40.00,31.82,53.33 q2s/sonar,nbk,tbin,Mine,166,42,5,4,73.81,60.00,13.64,80.00 q2s/sonar,oneR,tbin,Mine,166,42,5,4,52.38,39.13,31.58,60.00 q2s/sonar,bayes,tbin,Mine,167,41,5,5,78.05,81.48,28.57,84.62 q2s/sonar,j48,tbin,Mine,167,41,5,5,70.73,79.17,41.18,73.08 q2s/sonar,nbk,tbin,Mine,167,41,5,5,78.05,81.48,28.57,84.62 q2s/sonar,oneR,tbin,Mine,167,41,5,5,70.73,76.92,40.00,76.92 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,90.24,95.24,15.00,86.96 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,78.05,79.17,23.53,82.61 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,90.24,95.24,15.00,86.96 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,75.61,80.95,30.00,73.91 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,92.86,86.96,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,80.95,75.00,11.11,90.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,92.86,86.96,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,78.57,73.91,15.79,85.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,80.49,82.14,23.08,88.46 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,73.17,75.86,33.33,84.62 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,80.49,82.14,23.08,88.46 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,65.85,70.00,45.45,80.77 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,90.48,86.96,5.26,95.24 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,88.10,94.44,16.67,80.95 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,90.48,86.96,5.26,95.24 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,85.71,82.61,10.53,90.48 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,73.17,72.73,26.32,76.19 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,70.73,71.43,30.00,71.43 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,73.17,72.73,26.32,76.19 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,73.17,70.83,23.53,80.95 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,1,85.37,84.62,13.33,91.67 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,1,73.17,78.26,33.33,75.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,1,85.37,84.62,13.33,91.67 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,1,75.61,75.00,23.08,87.50 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,2,90.48,85.00,4.55,94.44 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,2,85.71,77.27,5.00,94.44 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,2,90.48,85.00,4.55,94.44 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,2,83.33,76.19,9.52,88.89 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,3,75.61,85.00,33.33,70.83 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,3,75.61,81.82,31.58,75.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,3,75.61,85.00,33.33,70.83 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,3,70.73,80.00,38.10,66.67 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,4,83.33,80.00,11.76,90.91 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,4,73.81,72.00,23.53,81.82 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,4,83.33,80.00,11.76,90.91 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,4,64.29,62.07,30.77,81.82 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,5,92.68,91.67,5.88,95.65 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,5,78.05,85.00,28.57,73.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,5,92.68,91.67,5.88,95.65 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,5,75.61,78.26,27.78,78.26 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,87.80,81.82,5.26,94.74 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,80.49,73.91,11.11,89.47 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,87.80,81.82,5.26,94.74 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,82.93,77.27,10.53,89.47 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,88.10,88.46,12.50,92.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,83.33,90.91,25.00,80.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,88.10,88.46,12.50,92.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,78.57,80.77,25.00,84.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,78.05,78.26,22.22,81.82 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,78.05,88.24,29.17,68.18 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,78.05,78.26,22.22,81.82 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,73.17,72.00,25.00,81.82 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,85.71,84.00,11.76,91.30 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,85.71,90.48,19.05,82.61 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,85.71,84.00,11.76,91.30 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,71.43,70.37,26.67,82.61 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,82.93,85.71,20.00,81.82 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,82.93,85.71,20.00,81.82 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,82.93,85.71,20.00,81.82 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,73.17,76.19,30.00,72.73 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,87.80,82.61,5.56,95.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,80.49,77.27,15.79,85.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,87.80,82.61,5.56,95.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,80.49,75.00,11.76,90.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,90.48,93.75,11.54,83.33 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,78.57,76.47,20.00,72.22 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,90.48,93.75,11.54,83.33 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,64.29,57.89,30.43,61.11 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,87.80,82.61,5.56,95.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,80.49,80.00,19.05,80.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,87.80,82.61,5.56,95.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,65.85,60.00,18.18,90.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,73.81,84.00,41.18,75.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,66.67,79.17,50.00,67.86 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,73.81,84.00,41.18,75.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,66.67,76.92,50.00,71.43 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,87.80,83.33,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,80.49,86.96,27.78,80.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,87.80,83.33,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,82.93,84.62,20.00,88.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,82.93,76.19,10.00,88.89 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,80.49,70.83,5.88,94.44 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,82.93,76.19,10.00,88.89 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,68.29,59.26,14.29,88.89 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,85.71,80.00,5.88,95.24 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,90.48,94.74,13.04,85.71 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,85.71,80.00,5.88,95.24 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,80.95,80.95,19.05,80.95 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,80.49,80.77,20.00,87.50 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,80.49,90.00,28.57,75.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,80.49,80.77,20.00,87.50 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,73.17,72.41,25.00,87.50 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,88.10,87.50,11.11,91.30 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,83.33,86.36,20.00,82.61 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,88.10,87.50,11.11,91.30 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,71.43,70.37,26.67,82.61 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,87.80,95.24,20.00,83.33 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,82.93,86.96,22.22,83.33 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,87.80,95.24,20.00,83.33 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,78.05,85.71,30.00,75.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,547,136,1,1,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,1,94.12,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,1,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,1,38.97,0.00,85.71,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,2,91.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,2,38.69,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,3,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,3,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,3,41.18,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,4,89.78,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,4,89.78,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,4,35.77,0.00,62.50,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,5,88.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,5,88.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,5,36.76,25.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,1,33.82,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,2,31.39,0.00,80.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,3,89.71,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,3,89.71,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,3,35.29,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,4,40.15,0.00,66.67,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,5,87.50,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,5,40.44,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,1,40.44,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,2,40.88,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,3,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,3,94.85,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,3,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,3,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,4,87.59,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,4,36.50,37.50,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,5,31.62,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,4,1,96.32,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,4,1,43.38,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,4,2,95.62,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,4,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,4,2,95.62,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,4,2,42.34,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,4,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,4,3,33.09,0.00,80.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,4,4,86.86,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,4,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,4,4,86.86,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,4,4,31.39,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,4,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,4,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,4,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,4,5,37.50,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,1,41.18,0.00,71.43,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,2,35.04,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,3,88.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,3,83.82,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,3,88.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,3,38.97,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,4,36.50,0.00,66.67,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,5,96.32,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,5,36.03,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,136,1,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,136,1,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,136,1,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,136,1,1,35.29,0.00,100.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,545,137,1,2,93.43,0.00,0.00,0.00 q2s/soybean,j48,disctree,charcoal-rot,545,137,1,2,91.97,0.00,0.00,0.00 q2s/soybean,nbk,disctree,charcoal-rot,545,137,1,2,93.43,0.00,0.00,0.00 q2s/soybean,oneR,disctree,charcoal-rot,545,137,1,2,45.26,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,136,1,3,95.59,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,136,1,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,136,1,3,95.59,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,136,1,3,38.97,42.86,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,545,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,545,137,1,4,87.59,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,545,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,545,137,1,4,33.58,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,136,1,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,136,1,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,136,1,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,136,1,5,33.09,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,136,2,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,136,2,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,136,2,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,136,2,1,38.24,37.50,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,545,137,2,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,545,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,545,137,2,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,545,137,2,2,43.07,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,136,2,3,87.50,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,136,2,3,36.03,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,545,137,2,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,545,137,2,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,545,137,2,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,545,137,2,4,37.23,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,136,2,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,136,2,5,41.18,0.00,62.50,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,3,1,90.44,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,3,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,3,1,90.44,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,3,1,34.56,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,3,2,94.16,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,3,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,3,2,94.16,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,3,2,42.34,0.00,50.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,3,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,3,3,93.38,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,3,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,3,3,37.50,0.00,57.14,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,3,4,95.62,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,3,4,94.89,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,3,4,95.62,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,3,4,40.15,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,3,5,85.29,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,3,5,33.09,28.57,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,4,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,4,1,37.50,0.00,75.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,4,2,96.35,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,4,2,94.16,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,4,2,96.35,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,4,2,35.77,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,4,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,4,3,31.62,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,4,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,4,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,4,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,4,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,4,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,4,5,96.32,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,4,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,4,5,39.71,0.00,60.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,5,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,5,1,87.50,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,5,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,5,1,35.29,16.67,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,5,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,5,2,40.88,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,5,3,89.71,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,5,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,5,3,89.71,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,5,3,33.82,0.00,85.71,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,5,4,96.35,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,5,4,95.62,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,5,4,96.35,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,5,4,35.04,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,5,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,5,5,94.12,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,5,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,5,5,41.91,0.00,50.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,1,1,91.91,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,1,1,85.29,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,1,1,91.91,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,1,1,34.56,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,1,2,37.96,0.00,71.43,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,1,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,1,3,37.50,0.00,80.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,1,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,1,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,1,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,1,4,35.77,33.33,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,1,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,1,5,38.97,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,2,1,38.97,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,2,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,2,2,86.86,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,2,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,2,2,37.23,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,2,3,33.82,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,2,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,2,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,2,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,2,4,36.50,37.50,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,2,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,2,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,2,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,2,5,38.24,33.33,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,3,1,90.44,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,1,90.44,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,1,37.50,0.00,100.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,3,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,3,2,85.40,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,3,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,3,2,35.77,40.00,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,3,3,97.06,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,3,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,3,97.06,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,3,41.18,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,3,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,3,4,84.67,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,3,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,3,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,3,5,89.71,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,3,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,5,89.71,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,5,38.24,33.33,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,1,36.03,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,2,97.08,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,2,92.70,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,2,97.08,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,2,38.69,0.00,66.67,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,3,94.12,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,3,39.71,0.00,83.33,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,4,88.32,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,4,86.13,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,4,88.32,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,4,33.58,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,5,38.97,0.00,50.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,1,41.18,0.00,100.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,2,41.61,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,3,87.50,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,3,35.29,0.00,66.67,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2550,637,1,1,95.45,95.42,2.72,97.33 q2s/splice,j48,cat,IE,2550,637,1,1,94.66,95.48,3.27,96.73 q2s/splice,nbk,cat,IE,2550,637,1,1,95.45,95.42,2.72,97.33 q2s/splice,oneR,cat,IE,2550,637,1,1,25.27,100.00,48.85,3.25 q2s/splice,bayes,cat,IE,2549,638,1,2,94.20,95.74,1.99,97.83 q2s/splice,j48,cat,IE,2549,638,1,2,94.51,97.81,4.85,94.37 q2s/splice,nbk,cat,IE,2549,638,1,2,94.20,95.74,1.99,97.83 q2s/splice,oneR,cat,IE,2549,638,1,2,25.55,100.00,47.04,1.38 q2s/splice,bayes,cat,IE,2549,638,1,3,94.83,96.62,0.00,100.00 q2s/splice,j48,cat,IE,2549,638,1,3,92.48,97.87,1.36,98.57 q2s/splice,nbk,cat,IE,2549,638,1,3,94.83,96.62,0.00,100.00 q2s/splice,oneR,cat,IE,2549,638,1,3,23.82,0.00,49.67,0.00 q2s/splice,bayes,cat,IE,2549,638,1,4,96.24,97.95,1.94,97.95 q2s/splice,j48,cat,IE,2549,638,1,4,94.20,99.28,5.59,93.84 q2s/splice,nbk,cat,IE,2549,638,1,4,96.24,97.95,1.94,97.95 q2s/splice,oneR,cat,IE,2549,638,1,4,25.08,100.00,47.87,0.68 q2s/splice,bayes,cat,IE,2551,636,1,5,95.75,98.76,1.48,98.76 q2s/splice,j48,cat,IE,2551,636,1,5,94.18,99.34,8.05,92.59 q2s/splice,nbk,cat,IE,2551,636,1,5,95.75,98.76,1.48,98.76 q2s/splice,oneR,cat,IE,2551,636,1,5,22.33,100.00,54.61,2.35 q2s/splice,bayes,cat,IE,2552,637,2,1,95.45,96.62,1.47,98.62 q2s/splice,j48,cat,IE,2552,637,2,1,94.66,98.66,3.62,96.71 q2s/splice,nbk,cat,IE,2552,637,2,1,95.45,96.62,1.47,98.62 q2s/splice,oneR,cat,IE,2552,637,2,1,22.29,100.00,52.72,1.90 q2s/splice,bayes,cat,IE,2551,638,2,2,95.77,96.18,1.38,98.69 q2s/splice,j48,cat,IE,2551,638,2,2,94.51,99.30,5.70,94.04 q2s/splice,nbk,cat,IE,2551,638,2,2,95.77,96.18,1.38,98.69 q2s/splice,oneR,cat,IE,2551,638,2,2,24.29,100.00,50.49,1.27 q2s/splice,bayes,cat,IE,2551,638,2,3,94.83,96.05,2.05,97.99 q2s/splice,j48,cat,IE,2551,638,2,3,92.79,95.17,5.84,93.88 q2s/splice,nbk,cat,IE,2551,638,2,3,94.83,96.05,2.05,97.99 q2s/splice,oneR,cat,IE,2551,638,2,3,24.45,100.00,49.18,0.66 q2s/splice,bayes,cat,IE,2551,638,2,4,94.83,98.66,2.99,96.71 q2s/splice,j48,cat,IE,2551,638,2,4,93.57,97.90,5.59,93.33 q2s/splice,nbk,cat,IE,2551,638,2,4,94.83,98.66,2.99,96.71 q2s/splice,oneR,cat,IE,2551,638,2,4,27.59,100.00,46.81,0.65 q2s/splice,bayes,cat,IE,2551,638,2,5,95.77,97.22,1.43,98.59 q2s/splice,j48,cat,IE,2551,638,2,5,94.36,97.79,4.76,95.00 q2s/splice,nbk,cat,IE,2551,638,2,5,95.77,97.22,1.43,98.59 q2s/splice,oneR,cat,IE,2551,638,2,5,22.73,100.00,50.17,0.68 q2s/splice,bayes,cat,IE,2549,637,3,1,95.13,95.95,1.85,97.93 q2s/splice,j48,cat,IE,2549,637,3,1,91.68,99.24,8.47,89.66 q2s/splice,nbk,cat,IE,2549,637,3,1,95.13,95.95,1.85,97.93 q2s/splice,oneR,cat,IE,2549,637,3,1,26.84,100.00,46.86,1.32 q2s/splice,bayes,cat,IE,2548,638,3,2,95.92,98.08,2.55,97.45 q2s/splice,j48,cat,IE,2548,638,3,2,94.83,100.00,4.85,94.90 q2s/splice,nbk,cat,IE,2548,638,3,2,95.92,98.08,2.55,97.45 q2s/splice,oneR,cat,IE,2548,638,3,2,25.24,100.00,50.00,0.62 q2s/splice,bayes,cat,IE,2548,638,3,3,95.92,96.88,3.10,97.48 q2s/splice,j48,cat,IE,2548,638,3,3,95.45,99.34,5.11,95.54 q2s/splice,nbk,cat,IE,2548,638,3,3,95.92,96.88,3.10,97.48 q2s/splice,oneR,cat,IE,2548,638,3,3,21.47,100.00,54.21,0.62 q2s/splice,bayes,cat,IE,2548,638,3,4,95.45,97.99,0.73,99.32 q2s/splice,j48,cat,IE,2548,638,3,4,93.42,97.90,3.50,96.55 q2s/splice,nbk,cat,IE,2548,638,3,4,95.45,97.99,0.73,99.32 q2s/splice,oneR,cat,IE,2548,638,3,4,22.57,100.00,51.03,0.67 q2s/splice,bayes,cat,IE,2551,635,3,5,95.12,94.96,0.68,99.25 q2s/splice,j48,cat,IE,2551,635,3,5,92.91,94.12,3.33,96.24 q2s/splice,nbk,cat,IE,2551,635,3,5,95.12,94.96,0.68,99.25 q2s/splice,oneR,cat,IE,2551,635,3,5,24.88,100.00,47.49,0.70 q2s/splice,bayes,cat,IE,2550,637,4,1,94.82,98.03,3.40,96.75 q2s/splice,j48,cat,IE,2550,637,4,1,92.62,99.31,5.81,94.12 q2s/splice,nbk,cat,IE,2550,637,4,1,94.82,98.03,3.40,96.75 q2s/splice,oneR,cat,IE,2550,637,4,1,24.49,100.00,50.16,2.55 q2s/splice,bayes,cat,IE,2549,638,4,2,95.45,96.30,3.01,97.50 q2s/splice,j48,cat,IE,2549,638,4,2,93.73,97.32,7.48,92.95 q2s/splice,nbk,cat,IE,2549,638,4,2,95.45,96.30,3.01,97.50 q2s/splice,oneR,cat,IE,2549,638,4,2,22.41,100.00,53.33,1.84 q2s/splice,bayes,cat,IE,2549,638,4,3,94.67,95.62,1.35,98.71 q2s/splice,j48,cat,IE,2549,638,4,3,92.01,96.55,8.70,90.91 q2s/splice,nbk,cat,IE,2549,638,4,3,94.67,95.62,1.35,98.71 q2s/splice,oneR,cat,IE,2549,638,4,3,24.61,100.00,50.79,0.62 q2s/splice,bayes,cat,IE,2549,638,4,4,96.87,98.03,1.99,98.03 q2s/splice,j48,cat,IE,2549,638,4,4,95.45,100.00,1.96,98.01 q2s/splice,nbk,cat,IE,2549,638,4,4,96.87,98.03,1.99,98.03 q2s/splice,oneR,cat,IE,2549,638,4,4,24.76,100.00,49.35,1.95 q2s/splice,bayes,cat,IE,2551,636,4,5,96.23,97.62,0.64,99.19 q2s/splice,j48,cat,IE,2551,636,4,5,94.34,99.17,3.64,95.20 q2s/splice,nbk,cat,IE,2551,636,4,5,96.23,97.62,0.64,99.19 q2s/splice,oneR,cat,IE,2551,636,4,5,25.63,100.00,44.52,0.76 q2s/splice,bayes,cat,IE,2550,637,5,1,94.66,97.37,2.31,98.01 q2s/splice,j48,cat,IE,2550,637,5,1,92.62,98.61,5.07,95.30 q2s/splice,nbk,cat,IE,2550,637,5,1,94.66,97.37,2.31,98.01 q2s/splice,oneR,cat,IE,2550,637,5,1,21.82,100.00,53.10,1.91 q2s/splice,bayes,cat,IE,2549,638,5,2,95.14,95.92,2.65,97.24 q2s/splice,j48,cat,IE,2549,638,5,2,94.83,97.79,4.46,95.00 q2s/splice,nbk,cat,IE,2549,638,5,2,95.14,95.92,2.65,97.24 q2s/splice,oneR,cat,IE,2549,638,5,2,24.61,100.00,48.17,0.68 q2s/splice,bayes,cat,IE,2549,638,5,3,95.30,96.08,2.78,97.35 q2s/splice,j48,cat,IE,2549,638,5,3,94.98,99.32,4.55,95.45 q2s/splice,nbk,cat,IE,2549,638,5,3,95.30,96.08,2.78,97.35 q2s/splice,oneR,cat,IE,2549,638,5,3,23.98,100.00,50.81,0.63 q2s/splice,bayes,cat,IE,2549,638,5,4,95.45,98.05,0.71,99.34 q2s/splice,j48,cat,IE,2549,638,5,4,94.36,96.73,4.03,96.10 q2s/splice,nbk,cat,IE,2549,638,5,4,95.45,98.05,0.71,99.34 q2s/splice,oneR,cat,IE,2549,638,5,4,24.14,100.00,50.33,3.21 q2s/splice,bayes,cat,IE,2551,636,5,5,96.23,96.00,1.23,98.63 q2s/splice,j48,cat,IE,2551,636,5,5,92.61,97.06,7.43,91.03 q2s/splice,nbk,cat,IE,2551,636,5,5,96.23,96.00,1.23,98.63 q2s/splice,oneR,cat,IE,2551,636,5,5,27.36,100.00,46.42,1.32 q2s/splice,bayes,disctree,IE,2553,637,1,1,95.13,97.01,0.77,99.39 q2s/splice,j48,disctree,IE,2553,637,1,1,93.25,96.93,3.57,96.93 q2s/splice,nbk,disctree,IE,2553,637,1,1,95.13,97.01,0.77,99.39 q2s/splice,oneR,disctree,IE,2553,637,1,1,22.61,100.00,54.22,1.76 q2s/splice,bayes,disctree,IE,2552,638,1,2,95.45,97.47,0.66,99.35 q2s/splice,j48,disctree,IE,2552,638,1,2,93.57,98.65,6.06,93.59 q2s/splice,nbk,disctree,IE,2552,638,1,2,95.45,97.47,0.66,99.35 q2s/splice,oneR,disctree,IE,2552,638,1,2,25.71,100.00,49.22,1.26 q2s/splice,bayes,disctree,IE,2552,638,1,3,95.92,96.79,2.70,97.42 q2s/splice,j48,disctree,IE,2552,638,1,3,93.73,98.60,8.07,91.56 q2s/splice,nbk,disctree,IE,2552,638,1,3,95.92,96.79,2.70,97.42 q2s/splice,oneR,disctree,IE,2552,638,1,3,24.14,100.00,50.81,1.26 q2s/splice,bayes,disctree,IE,2552,638,1,4,94.98,97.62,1.95,97.62 q2s/splice,j48,disctree,IE,2552,638,1,4,93.89,97.58,1.32,98.37 q2s/splice,nbk,disctree,IE,2552,638,1,4,94.98,97.62,1.95,97.62 q2s/splice,oneR,disctree,IE,2552,638,1,4,24.45,0.00,45.64,0.00 q2s/splice,bayes,disctree,IE,2552,638,1,5,95.14,95.24,2.03,97.90 q2s/splice,j48,disctree,IE,2552,638,1,5,94.51,97.90,5.16,94.59 q2s/splice,nbk,disctree,IE,2552,638,1,5,95.14,95.24,2.03,97.90 q2s/splice,oneR,disctree,IE,2552,638,1,5,24.61,100.00,48.68,0.67 q2s/splice,bayes,disctree,IE,2551,637,2,1,95.60,98.66,0.62,99.32 q2s/splice,j48,disctree,IE,2551,637,2,1,92.62,96.50,7.02,92.00 q2s/splice,nbk,disctree,IE,2551,637,2,1,95.60,98.66,0.62,99.32 q2s/splice,oneR,disctree,IE,2551,637,2,1,26.69,100.00,47.17,1.32 q2s/splice,bayes,disctree,IE,2550,638,2,2,94.51,95.62,2.76,97.04 q2s/splice,j48,disctree,IE,2550,638,2,2,93.42,98.50,4.67,94.93 q2s/splice,nbk,disctree,IE,2550,638,2,2,94.51,95.62,2.76,97.04 q2s/splice,oneR,disctree,IE,2550,638,2,2,24.14,100.00,47.78,0.71 q2s/splice,bayes,disctree,IE,2550,638,2,3,95.92,99.32,1.34,98.66 q2s/splice,j48,disctree,IE,2550,638,2,3,95.61,99.32,5.10,94.81 q2s/splice,nbk,disctree,IE,2550,638,2,3,95.92,99.32,1.34,98.66 q2s/splice,oneR,disctree,IE,2550,638,2,3,23.98,100.00,50.97,1.26 q2s/splice,bayes,disctree,IE,2550,638,2,4,95.92,97.32,1.97,97.97 q2s/splice,j48,disctree,IE,2550,638,2,4,94.04,98.57,4.91,94.52 q2s/splice,nbk,disctree,IE,2550,638,2,4,95.92,97.32,1.97,97.97 q2s/splice,oneR,disctree,IE,2550,638,2,4,24.61,0.00,49.19,0.00 q2s/splice,bayes,disctree,IE,2551,637,2,5,94.98,94.51,3.10,97.48 q2s/splice,j48,disctree,IE,2551,637,2,5,93.56,97.37,5.80,94.87 q2s/splice,nbk,disctree,IE,2551,637,2,5,94.98,94.51,3.10,97.48 q2s/splice,oneR,disctree,IE,2551,637,2,5,21.66,100.00,54.18,0.61 q2s/splice,bayes,disctree,IE,2548,637,3,1,95.92,98.67,0.66,99.33 q2s/splice,j48,disctree,IE,2548,637,3,1,94.19,97.96,3.18,96.64 q2s/splice,nbk,disctree,IE,2548,637,3,1,95.92,98.67,0.66,99.33 q2s/splice,oneR,disctree,IE,2548,637,3,1,24.96,100.00,49.52,0.64 q2s/splice,bayes,disctree,IE,2547,638,3,2,95.92,95.95,1.48,98.61 q2s/splice,j48,disctree,IE,2547,638,3,2,93.89,96.48,2.99,97.16 q2s/splice,nbk,disctree,IE,2547,638,3,2,95.92,95.95,1.48,98.61 q2s/splice,oneR,disctree,IE,2547,638,3,2,22.57,100.00,50.35,1.37 q2s/splice,bayes,disctree,IE,2547,638,3,3,95.14,98.68,1.37,98.68 q2s/splice,j48,disctree,IE,2547,638,3,3,94.51,98.03,3.31,96.75 q2s/splice,nbk,disctree,IE,2547,638,3,3,95.14,98.68,1.37,98.68 q2s/splice,oneR,disctree,IE,2547,638,3,3,23.98,100.00,50.66,1.91 q2s/splice,bayes,disctree,IE,2547,638,3,4,94.36,94.59,3.25,96.55 q2s/splice,j48,disctree,IE,2547,638,3,4,94.36,98.59,3.12,96.55 q2s/splice,nbk,disctree,IE,2547,638,3,4,94.36,94.59,3.25,96.55 q2s/splice,oneR,disctree,IE,2547,638,3,4,26.33,100.00,46.95,2.01 q2s/splice,bayes,disctree,IE,2551,634,3,5,96.21,97.44,2.07,98.06 q2s/splice,j48,disctree,IE,2551,634,3,5,93.85,97.26,8.86,91.03 q2s/splice,nbk,disctree,IE,2551,634,3,5,96.21,97.44,2.07,98.06 q2s/splice,oneR,disctree,IE,2551,634,3,5,23.82,100.00,51.30,0.63 q2s/splice,bayes,disctree,IE,2552,637,4,1,94.82,97.09,3.05,97.66 q2s/splice,j48,disctree,IE,2552,637,4,1,94.03,98.78,5.07,95.86 q2s/splice,nbk,disctree,IE,2552,637,4,1,94.82,97.09,3.05,97.66 q2s/splice,oneR,disctree,IE,2552,637,4,1,21.98,100.00,55.91,1.13 q2s/splice,bayes,disctree,IE,2551,638,4,2,95.45,95.97,1.24,98.62 q2s/splice,j48,disctree,IE,2551,638,4,2,94.36,95.89,3.01,96.55 q2s/splice,nbk,disctree,IE,2551,638,4,2,95.45,95.97,1.24,98.62 q2s/splice,oneR,disctree,IE,2551,638,4,2,26.96,100.00,46.18,2.03 q2s/splice,bayes,disctree,IE,2551,638,4,3,95.61,95.97,2.01,97.95 q2s/splice,j48,disctree,IE,2551,638,4,3,94.20,99.24,8.93,89.66 q2s/splice,nbk,disctree,IE,2551,638,4,3,95.61,95.97,2.01,97.95 q2s/splice,oneR,disctree,IE,2551,638,4,3,25.08,100.00,48.37,1.33 q2s/splice,bayes,disctree,IE,2551,638,4,4,94.67,97.33,1.49,98.65 q2s/splice,j48,disctree,IE,2551,638,4,4,92.95,99.28,6.71,93.24 q2s/splice,nbk,disctree,IE,2551,638,4,4,94.67,97.33,1.49,98.65 q2s/splice,oneR,disctree,IE,2551,638,4,4,22.41,0.00,52.01,0.00 q2s/splice,bayes,disctree,IE,2551,638,4,5,95.92,98.48,1.28,98.48 q2s/splice,j48,disctree,IE,2551,638,4,5,94.04,97.66,4.91,93.98 q2s/splice,nbk,disctree,IE,2551,638,4,5,95.92,98.48,1.28,98.48 q2s/splice,oneR,disctree,IE,2551,638,4,5,25.39,100.00,45.92,2.17 q2s/splice,bayes,disctree,IE,2551,637,5,1,95.29,96.62,0.70,99.31 q2s/splice,j48,disctree,IE,2551,637,5,1,92.31,95.17,3.50,96.50 q2s/splice,nbk,disctree,IE,2551,637,5,1,95.29,96.62,0.70,99.31 q2s/splice,oneR,disctree,IE,2551,637,5,1,24.33,100.00,49.15,4.00 q2s/splice,bayes,disctree,IE,2550,638,5,2,95.77,95.48,4.23,96.10 q2s/splice,j48,disctree,IE,2550,638,5,2,93.42,97.90,7.59,92.72 q2s/splice,nbk,disctree,IE,2550,638,5,2,95.77,95.48,4.23,96.10 q2s/splice,oneR,disctree,IE,2550,638,5,2,22.57,0.00,52.16,0.00 q2s/splice,bayes,disctree,IE,2550,638,5,3,95.77,97.39,0.00,100.00 q2s/splice,j48,disctree,IE,2550,638,5,3,95.14,98.66,5.23,94.84 q2s/splice,nbk,disctree,IE,2550,638,5,3,95.77,97.39,0.00,100.00 q2s/splice,oneR,disctree,IE,2550,638,5,3,23.35,100.00,51.16,1.28 q2s/splice,bayes,disctree,IE,2550,638,5,4,95.14,97.96,2.68,97.30 q2s/splice,j48,disctree,IE,2550,638,5,4,92.01,96.53,5.81,93.92 q2s/splice,nbk,disctree,IE,2550,638,5,4,95.14,97.96,2.68,97.30 q2s/splice,oneR,disctree,IE,2550,638,5,4,24.76,100.00,49.19,1.31 q2s/splice,bayes,disctree,IE,2551,637,5,5,94.66,97.30,1.86,97.96 q2s/splice,j48,disctree,IE,2551,637,5,5,94.35,97.90,4.05,95.24 q2s/splice,nbk,disctree,IE,2551,637,5,5,94.66,97.30,1.86,97.96 q2s/splice,oneR,disctree,IE,2551,637,5,5,26.84,100.00,47.02,1.32 q2s/splice,bayes,tbin,IE,2545,637,1,1,94.03,96.40,3.14,96.40 q2s/splice,j48,tbin,IE,2545,637,1,1,92.31,99.22,9.04,88.89 q2s/splice,nbk,tbin,IE,2545,637,1,1,94.03,96.40,3.14,96.40 q2s/splice,oneR,tbin,IE,2545,637,1,1,25.75,100.00,47.76,0.67 q2s/splice,bayes,tbin,IE,2544,638,1,2,95.92,94.85,2.16,97.73 q2s/splice,j48,tbin,IE,2544,638,1,2,94.20,96.18,4.93,94.74 q2s/splice,nbk,tbin,IE,2544,638,1,2,95.92,94.85,2.16,97.73 q2s/splice,oneR,tbin,IE,2544,638,1,2,23.20,100.00,47.84,2.21 q2s/splice,bayes,tbin,IE,2544,638,1,3,95.77,98.77,2.92,97.58 q2s/splice,j48,tbin,IE,2544,638,1,3,93.10,99.31,9.27,91.14 q2s/splice,nbk,tbin,IE,2544,638,1,3,95.77,98.77,2.92,97.58 q2s/splice,oneR,tbin,IE,2544,638,1,3,22.73,100.00,53.57,1.20 q2s/splice,bayes,tbin,IE,2544,638,1,4,96.55,97.22,0.64,99.29 q2s/splice,j48,tbin,IE,2544,638,1,4,95.30,97.83,3.70,95.74 q2s/splice,nbk,tbin,IE,2544,638,1,4,96.55,97.22,0.64,99.29 q2s/splice,oneR,tbin,IE,2544,638,1,4,25.55,100.00,46.69,1.40 q2s/splice,bayes,tbin,IE,2551,631,1,5,94.93,96.99,2.10,98.17 q2s/splice,j48,tbin,IE,2551,631,1,5,93.98,96.93,5.23,95.18 q2s/splice,nbk,tbin,IE,2551,631,1,5,94.93,96.99,2.10,98.17 q2s/splice,oneR,tbin,IE,2551,631,1,5,24.41,100.00,52.20,1.19 q2s/splice,bayes,tbin,IE,2547,637,2,1,95.13,95.88,2.11,98.19 q2s/splice,j48,tbin,IE,2547,637,2,1,93.09,100.00,9.15,90.68 q2s/splice,nbk,tbin,IE,2547,637,2,1,95.13,95.88,2.11,98.19 q2s/splice,oneR,tbin,IE,2547,637,2,1,23.86,100.00,53.00,1.75 q2s/splice,bayes,tbin,IE,2546,638,2,2,94.98,95.71,0.64,99.26 q2s/splice,j48,tbin,IE,2546,638,2,2,93.57,99.20,9.44,87.94 q2s/splice,nbk,tbin,IE,2546,638,2,2,94.98,95.71,0.64,99.26 q2s/splice,oneR,tbin,IE,2546,638,2,2,27.12,100.00,45.45,3.45 q2s/splice,bayes,tbin,IE,2546,638,2,3,95.30,96.60,1.37,98.61 q2s/splice,j48,tbin,IE,2546,638,2,3,92.95,93.24,4.08,95.83 q2s/splice,nbk,tbin,IE,2546,638,2,3,95.30,96.60,1.37,98.61 q2s/splice,oneR,tbin,IE,2546,638,2,3,23.98,0.00,49.17,0.00 q2s/splice,bayes,tbin,IE,2546,638,2,4,96.71,98.61,3.57,96.60 q2s/splice,j48,tbin,IE,2546,638,2,4,94.67,100.00,5.52,94.52 q2s/splice,nbk,tbin,IE,2546,638,2,4,96.71,98.61,3.57,96.60 q2s/splice,oneR,tbin,IE,2546,638,2,4,21.94,100.00,51.74,0.67 q2s/splice,bayes,tbin,IE,2551,633,2,5,94.31,97.33,0.70,99.32 q2s/splice,j48,tbin,IE,2551,633,2,5,93.36,98.58,3.87,95.86 q2s/splice,nbk,tbin,IE,2551,633,2,5,94.31,97.33,0.70,99.32 q2s/splice,oneR,tbin,IE,2551,633,2,5,24.64,100.00,49.18,0.66 q2s/splice,bayes,tbin,IE,2549,637,3,1,95.45,96.71,1.27,98.66 q2s/splice,j48,tbin,IE,2549,637,3,1,93.88,97.32,4.49,95.39 q2s/splice,nbk,tbin,IE,2549,637,3,1,95.45,96.71,1.27,98.66 q2s/splice,oneR,tbin,IE,2549,637,3,1,25.43,100.00,48.73,0.65 q2s/splice,bayes,tbin,IE,2548,638,3,2,96.55,96.50,0.68,99.28 q2s/splice,j48,tbin,IE,2548,638,3,2,94.20,100.00,6.10,92.86 q2s/splice,nbk,tbin,IE,2548,638,3,2,96.55,96.50,0.68,99.28 q2s/splice,oneR,tbin,IE,2548,638,3,2,25.24,100.00,46.80,2.11 q2s/splice,bayes,tbin,IE,2548,638,3,3,95.77,99.35,2.07,98.09 q2s/splice,j48,tbin,IE,2548,638,3,3,93.57,98.64,6.54,93.55 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q2s/splice,nbk,tbin,IE,2543,638,4,2,96.24,97.87,0.00,100.00 q2s/splice,oneR,tbin,IE,2543,638,4,2,24.14,100.00,48.66,0.68 q2s/splice,bayes,tbin,IE,2543,638,4,3,94.98,96.79,2.67,97.42 q2s/splice,j48,tbin,IE,2543,638,4,3,93.89,97.35,2.55,97.35 q2s/splice,nbk,tbin,IE,2543,638,4,3,94.98,96.79,2.67,97.42 q2s/splice,oneR,tbin,IE,2543,638,4,3,24.92,0.00,50.31,0.00 q2s/splice,bayes,tbin,IE,2543,638,4,4,95.14,96.62,2.90,97.28 q2s/splice,j48,tbin,IE,2543,638,4,4,93.89,98.52,7.95,91.72 q2s/splice,nbk,tbin,IE,2543,638,4,4,95.14,96.62,2.90,97.28 q2s/splice,oneR,tbin,IE,2543,638,4,4,22.73,100.00,50.69,1.34 q2s/splice,bayes,tbin,IE,2551,630,4,5,95.24,96.55,2.55,97.22 q2s/splice,j48,tbin,IE,2551,630,4,5,95.08,99.29,3.68,95.89 q2s/splice,nbk,tbin,IE,2551,630,4,5,95.24,96.55,2.55,97.22 q2s/splice,oneR,tbin,IE,2551,630,4,5,26.51,100.00,47.08,2.68 q2s/splice,bayes,tbin,IE,2549,637,5,1,94.98,95.77,0.64,99.27 q2s/splice,j48,tbin,IE,2549,637,5,1,93.25,95.68,4.29,95.00 q2s/splice,nbk,tbin,IE,2549,637,5,1,94.98,95.77,0.64,99.27 q2s/splice,oneR,tbin,IE,2549,637,5,1,26.06,100.00,46.03,2.11 q2s/splice,bayes,tbin,IE,2548,638,5,2,96.24,97.67,2.40,96.92 q2s/splice,j48,tbin,IE,2548,638,5,2,95.77,99.22,1.20,98.45 q2s/splice,nbk,tbin,IE,2548,638,5,2,96.24,97.67,2.40,96.92 q2s/splice,oneR,tbin,IE,2548,638,5,2,27.27,100.00,43.05,1.52 q2s/splice,bayes,tbin,IE,2548,638,5,3,94.83,97.60,2.07,98.19 q2s/splice,j48,tbin,IE,2548,638,5,3,92.63,96.84,7.59,92.73 q2s/splice,nbk,tbin,IE,2548,638,5,3,94.83,97.60,2.07,98.19 q2s/splice,oneR,tbin,IE,2548,638,5,3,24.61,100.00,52.47,1.73 q2s/splice,bayes,tbin,IE,2548,638,5,4,94.83,96.67,0.79,99.32 q2s/splice,j48,tbin,IE,2548,638,5,4,94.83,97.24,4.23,95.92 q2s/splice,nbk,tbin,IE,2548,638,5,4,94.83,96.67,0.79,99.32 q2s/splice,oneR,tbin,IE,2548,638,5,4,22.73,100.00,51.03,1.32 q2s/splice,bayes,tbin,IE,2551,635,5,5,95.28,97.50,3.73,96.89 q2s/splice,j48,tbin,IE,2551,635,5,5,92.76,100.00,10.27,90.68 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q2s/splice,j48,fayyadIrani,IE,2544,638,1,4,94.20,98.08,3.92,96.23 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,4,94.83,96.25,2.05,98.09 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,4,24.61,100.00,50.96,1.84 q2s/splice,bayes,fayyadIrani,IE,2551,631,1,5,96.51,99.33,2.26,98.03 q2s/splice,j48,fayyadIrani,IE,2551,631,1,5,92.39,100.00,5.97,94.59 q2s/splice,nbk,fayyadIrani,IE,2551,631,1,5,96.51,99.33,2.26,98.03 q2s/splice,oneR,fayyadIrani,IE,2551,631,1,5,20.76,0.00,54.51,0.00 q2s/splice,bayes,fayyadIrani,IE,2549,637,2,1,97.33,97.86,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2549,637,2,1,94.19,99.21,6.02,92.65 q2s/splice,nbk,fayyadIrani,IE,2549,637,2,1,97.33,97.86,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2549,637,2,1,24.96,100.00,46.96,1.42 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,2,94.04,95.71,1.47,98.73 q2s/splice,j48,fayyadIrani,IE,2548,638,2,2,93.26,95.57,3.42,96.79 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,2,94.04,95.71,1.47,98.73 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,2,23.98,100.00,51.61,1.84 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,3,94.98,99.32,4.49,95.39 q2s/splice,j48,fayyadIrani,IE,2548,638,2,3,94.67,99.32,6.25,93.55 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,3,94.98,99.32,4.49,95.39 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,3,24.29,100.00,50.80,1.25 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,4,93.89,97.26,3.03,97.26 q2s/splice,j48,fayyadIrani,IE,2548,638,2,4,92.01,96.55,5.88,94.59 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,4,93.89,97.26,3.03,97.26 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,4,22.41,100.00,51.56,1.97 q2s/splice,bayes,fayyadIrani,IE,2551,635,2,5,96.54,95.45,0.64,99.32 q2s/splice,j48,fayyadIrani,IE,2551,635,2,5,93.54,97.14,4.82,94.44 q2s/splice,nbk,fayyadIrani,IE,2551,635,2,5,96.54,95.45,0.64,99.32 q2s/splice,oneR,fayyadIrani,IE,2551,635,2,5,26.30,100.00,47.28,1.33 q2s/splice,bayes,fayyadIrani,IE,2552,637,3,1,95.29,98.52,4.05,95.68 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q2s/splice,oneR,fayyadIrani,IE,2551,638,3,4,26.18,100.00,48.59,1.90 q2s/splice,bayes,fayyadIrani,IE,2551,638,3,5,96.55,96.75,0.74,99.33 q2s/splice,j48,fayyadIrani,IE,2551,638,3,5,92.79,95.86,3.55,96.53 q2s/splice,nbk,fayyadIrani,IE,2551,638,3,5,96.55,96.75,0.74,99.33 q2s/splice,oneR,fayyadIrani,IE,2551,638,3,5,22.57,100.00,51.36,0.66 q2s/splice,bayes,fayyadIrani,IE,2548,637,4,1,96.08,96.32,0.63,99.24 q2s/splice,j48,fayyadIrani,IE,2548,637,4,1,95.13,99.26,1.21,98.54 q2s/splice,nbk,fayyadIrani,IE,2548,637,4,1,96.08,96.32,0.63,99.24 q2s/splice,oneR,fayyadIrani,IE,2548,637,4,1,26.22,100.00,45.21,0.72 q2s/splice,bayes,fayyadIrani,IE,2547,638,4,2,95.14,97.30,4.14,96.00 q2s/splice,j48,fayyadIrani,IE,2547,638,4,2,92.79,98.52,10.56,88.67 q2s/splice,nbk,fayyadIrani,IE,2547,638,4,2,95.14,97.30,4.14,96.00 q2s/splice,oneR,fayyadIrani,IE,2547,638,4,2,23.51,100.00,50.66,0.65 q2s/splice,bayes,fayyadIrani,IE,2547,638,4,3,96.08,97.96,2.76,97.30 q2s/splice,j48,fayyadIrani,IE,2547,638,4,3,93.73,99.29,7.69,92.05 q2s/splice,nbk,fayyadIrani,IE,2547,638,4,3,96.08,97.96,2.76,97.30 q2s/splice,oneR,fayyadIrani,IE,2547,638,4,3,23.20,100.00,51.17,1.29 q2s/splice,bayes,fayyadIrani,IE,2547,638,4,4,95.30,98.08,1.32,98.71 q2s/splice,j48,fayyadIrani,IE,2547,638,4,4,94.36,98.63,5.59,94.12 q2s/splice,nbk,fayyadIrani,IE,2547,638,4,4,95.30,98.08,1.32,98.71 q2s/splice,oneR,fayyadIrani,IE,2547,638,4,4,25.39,100.00,49.21,0.64 q2s/splice,bayes,fayyadIrani,IE,2551,634,4,5,94.95,96.27,0.76,99.36 q2s/splice,j48,fayyadIrani,IE,2551,634,4,5,92.90,95.45,3.70,96.71 q2s/splice,nbk,fayyadIrani,IE,2551,634,4,5,94.95,96.27,0.76,99.36 q2s/splice,oneR,fayyadIrani,IE,2551,634,4,5,22.40,100.00,53.47,0.61 q2s/splice,bayes,fayyadIrani,IE,2549,637,5,1,94.35,97.08,3.28,97.65 q2s/splice,j48,fayyadIrani,IE,2549,637,5,1,93.41,97.53,8.89,92.94 q2s/splice,nbk,fayyadIrani,IE,2549,637,5,1,94.35,97.08,3.28,97.65 q2s/splice,oneR,fayyadIrani,IE,2549,637,5,1,20.88,100.00,56.86,0.57 q2s/splice,bayes,fayyadIrani,IE,2548,638,5,2,93.89,96.99,1.48,98.77 q2s/splice,j48,fayyadIrani,IE,2548,638,5,2,92.79,97.45,5.52,95.03 q2s/splice,nbk,fayyadIrani,IE,2548,638,5,2,93.89,96.99,1.48,98.77 q2s/splice,oneR,fayyadIrani,IE,2548,638,5,2,23.20,100.00,52.94,2.41 q2s/splice,bayes,fayyadIrani,IE,2548,638,5,3,95.30,97.90,0.67,99.29 q2s/splice,j48,fayyadIrani,IE,2548,638,5,3,93.73,100.00,4.85,94.33 q2s/splice,nbk,fayyadIrani,IE,2548,638,5,3,95.30,97.90,0.67,99.29 q2s/splice,oneR,fayyadIrani,IE,2548,638,5,3,24.92,100.00,48.36,1.34 q2s/splice,bayes,fayyadIrani,IE,2548,638,5,4,95.45,96.10,2.47,97.37 q2s/splice,j48,fayyadIrani,IE,2548,638,5,4,94.20,100.00,6.21,92.72 q2s/splice,nbk,fayyadIrani,IE,2548,638,5,4,95.45,96.10,2.47,97.37 q2s/splice,oneR,fayyadIrani,IE,2548,638,5,4,26.96,100.00,47.35,1.94 q2s/splice,bayes,fayyadIrani,IE,2551,635,5,5,96.85,95.00,2.50,96.61 q2s/splice,j48,fayyadIrani,IE,2551,635,5,5,96.69,98.33,2.45,96.72 q2s/splice,nbk,fayyadIrani,IE,2551,635,5,5,96.85,95.00,2.50,96.61 q2s/splice,oneR,fayyadIrani,IE,2551,635,5,5,25.67,0.00,42.81,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/vote,bayes,cat,republican,349,86,1,1,91.86,85.71,3.92,93.75 t2z/vote,j48,cat,republican,349,86,1,1,97.67,96.88,1.85,96.88 t2z/vote,nbk,cat,republican,349,86,1,1,91.86,85.71,3.92,93.75 t2z/vote,oneR,cat,republican,349,86,1,1,96.51,91.43,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,2,93.10,87.50,2.13,97.22 t2z/vote,j48,cat,republican,348,87,1,2,96.55,92.31,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,1,2,93.10,87.50,2.13,97.22 t2z/vote,oneR,cat,republican,348,87,1,2,96.55,92.31,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,3,89.66,85.71,7.69,88.24 t2z/vote,j48,cat,republican,348,87,1,3,96.55,100.00,5.36,91.18 t2z/vote,nbk,cat,republican,348,87,1,3,89.66,85.71,7.69,88.24 t2z/vote,oneR,cat,republican,348,87,1,3,94.25,93.94,5.56,91.18 t2z/vote,bayes,cat,republican,348,87,1,4,89.66,81.08,4.00,93.75 t2z/vote,j48,cat,republican,348,87,1,4,95.40,91.18,1.89,96.88 t2z/vote,nbk,cat,republican,348,87,1,4,89.66,81.08,4.00,93.75 t2z/vote,oneR,cat,republican,348,87,1,4,95.40,91.18,1.89,96.88 t2z/vote,bayes,cat,republican,348,87,1,5,85.06,77.78,9.80,84.85 t2z/vote,j48,cat,republican,348,87,1,5,97.70,100.00,3.57,93.94 t2z/vote,nbk,cat,republican,348,87,1,5,85.06,77.78,9.80,84.85 t2z/vote,oneR,cat,republican,348,87,1,5,95.40,91.43,1.92,96.97 t2z/vote,bayes,cat,republican,349,86,2,1,84.88,71.43,5.88,89.29 t2z/vote,j48,cat,republican,349,86,2,1,94.19,92.59,5.08,89.29 t2z/vote,nbk,cat,republican,349,86,2,1,84.88,71.43,5.88,89.29 t2z/vote,oneR,cat,republican,349,86,2,1,90.70,83.33,5.36,89.29 t2z/vote,bayes,cat,republican,348,87,2,2,91.95,88.37,4.55,95.00 t2z/vote,j48,cat,republican,348,87,2,2,97.70,97.50,2.13,97.50 t2z/vote,nbk,cat,republican,348,87,2,2,91.95,88.37,4.55,95.00 t2z/vote,oneR,cat,republican,348,87,2,2,97.70,95.24,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,3,88.51,87.88,11.11,82.86 t2z/vote,j48,cat,republican,348,87,2,3,93.10,91.43,5.77,91.43 t2z/vote,nbk,cat,republican,348,87,2,3,88.51,87.88,11.11,82.86 t2z/vote,oneR,cat,republican,348,87,2,3,95.40,91.89,2.00,97.14 t2z/vote,bayes,cat,republican,348,87,2,4,91.95,86.11,3.92,93.94 t2z/vote,j48,cat,republican,348,87,2,4,96.55,94.12,1.89,96.97 t2z/vote,nbk,cat,republican,348,87,2,4,91.95,86.11,3.92,93.94 t2z/vote,oneR,cat,republican,348,87,2,4,94.25,88.89,1.96,96.97 t2z/vote,bayes,cat,republican,348,87,2,5,91.95,85.29,3.77,93.55 t2z/vote,j48,cat,republican,348,87,2,5,98.85,100.00,1.75,96.77 t2z/vote,nbk,cat,republican,348,87,2,5,91.95,85.29,3.77,93.55 t2z/vote,oneR,cat,republican,348,87,2,5,100.00,100.00,0.00,100.00 t2z/vote,bayes,cat,republican,349,86,3,1,94.19,90.62,3.70,93.55 t2z/vote,j48,cat,republican,349,86,3,1,98.84,100.00,1.79,96.77 t2z/vote,nbk,cat,republican,349,86,3,1,94.19,90.62,3.70,93.55 t2z/vote,oneR,cat,republican,349,86,3,1,97.67,96.77,1.82,96.77 t2z/vote,bayes,cat,republican,348,87,3,2,90.80,90.24,8.70,90.24 t2z/vote,j48,cat,republican,348,87,3,2,94.25,95.00,6.38,92.68 t2z/vote,nbk,cat,republican,348,87,3,2,90.80,90.24,8.70,90.24 t2z/vote,oneR,cat,republican,348,87,3,2,94.25,92.86,4.44,95.12 t2z/vote,bayes,cat,republican,348,87,3,3,87.36,80.56,7.84,87.88 t2z/vote,j48,cat,republican,348,87,3,3,95.40,89.19,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,3,3,87.36,80.56,7.84,87.88 t2z/vote,oneR,cat,republican,348,87,3,3,94.25,86.84,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,4,86.21,75.00,4.26,93.75 t2z/vote,j48,cat,republican,348,87,3,4,95.40,93.75,3.64,93.75 t2z/vote,nbk,cat,republican,348,87,3,4,86.21,75.00,4.26,93.75 t2z/vote,oneR,cat,republican,348,87,3,4,95.40,91.18,1.89,96.88 t2z/vote,bayes,cat,republican,348,87,3,5,90.80,82.86,3.85,93.55 t2z/vote,j48,cat,republican,348,87,3,5,98.85,100.00,1.75,96.77 t2z/vote,nbk,cat,republican,348,87,3,5,90.80,82.86,3.85,93.55 t2z/vote,oneR,cat,republican,348,87,3,5,96.55,93.75,1.82,96.77 t2z/vote,bayes,cat,republican,349,86,4,1,95.35,90.62,1.85,96.67 t2z/vote,j48,cat,republican,349,86,4,1,89.53,95.65,12.70,73.33 t2z/vote,nbk,cat,republican,349,86,4,1,95.35,90.62,1.85,96.67 t2z/vote,oneR,cat,republican,349,86,4,1,96.51,90.91,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,2,90.80,86.11,5.88,91.18 t2z/vote,j48,cat,republican,348,87,4,2,97.70,100.00,3.64,94.12 t2z/vote,nbk,cat,republican,348,87,4,2,90.80,86.11,5.88,91.18 t2z/vote,oneR,cat,republican,348,87,4,2,96.55,94.29,1.92,97.06 t2z/vote,bayes,cat,republican,348,87,4,3,93.10,84.62,0.00,100.00 t2z/vote,j48,cat,republican,348,87,4,3,96.55,91.67,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,4,3,93.10,84.62,0.00,100.00 t2z/vote,oneR,cat,republican,348,87,4,3,95.40,89.19,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,4,83.91,81.82,14.81,77.14 t2z/vote,j48,cat,republican,348,87,4,4,97.70,100.00,3.70,94.29 t2z/vote,nbk,cat,republican,348,87,4,4,83.91,81.82,14.81,77.14 t2z/vote,oneR,cat,republican,348,87,4,4,97.70,97.14,1.92,97.14 t2z/vote,bayes,cat,republican,348,87,4,5,86.21,78.05,6.52,91.43 t2z/vote,j48,cat,republican,348,87,4,5,94.25,94.12,5.66,91.43 t2z/vote,nbk,cat,republican,348,87,4,5,86.21,78.05,6.52,91.43 t2z/vote,oneR,cat,republican,348,87,4,5,91.95,88.89,5.88,91.43 t2z/vote,bayes,cat,republican,349,86,5,1,88.37,80.00,5.88,90.32 t2z/vote,j48,cat,republican,349,86,5,1,93.02,90.32,5.45,90.32 t2z/vote,nbk,cat,republican,349,86,5,1,88.37,80.00,5.88,90.32 t2z/vote,oneR,cat,republican,349,86,5,1,91.86,87.50,5.56,90.32 t2z/vote,bayes,cat,republican,348,87,5,2,93.10,93.94,7.41,88.57 t2z/vote,j48,cat,republican,348,87,5,2,93.10,96.77,8.93,85.71 t2z/vote,nbk,cat,republican,348,87,5,2,93.10,93.94,7.41,88.57 t2z/vote,oneR,cat,republican,348,87,5,2,97.70,97.14,1.92,97.14 t2z/vote,bayes,cat,republican,348,87,5,3,89.66,77.50,0.00,100.00 t2z/vote,j48,cat,republican,348,87,5,3,96.55,93.75,1.82,96.77 t2z/vote,nbk,cat,republican,348,87,5,3,89.66,77.50,0.00,100.00 t2z/vote,oneR,cat,republican,348,87,5,3,94.25,88.24,1.89,96.77 t2z/vote,bayes,cat,republican,348,87,5,4,93.10,85.29,1.89,96.67 t2z/vote,j48,cat,republican,348,87,5,4,97.70,96.67,1.75,96.67 t2z/vote,nbk,cat,republican,348,87,5,4,93.10,85.29,1.89,96.67 t2z/vote,oneR,cat,republican,348,87,5,4,96.55,90.91,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,5,85.06,82.93,13.04,85.00 t2z/vote,j48,cat,republican,348,87,5,5,97.70,97.50,2.13,97.50 t2z/vote,nbk,cat,republican,348,87,5,5,85.06,82.93,13.04,85.00 t2z/vote,oneR,cat,republican,348,87,5,5,97.70,95.24,0.00,100.00 t2z/vote,bayes,disctree,republican,349,86,1,1,93.02,84.85,1.89,96.55 t2z/vote,j48,disctree,republican,349,86,1,1,100.00,100.00,0.00,100.00 t2z/vote,nbk,disctree,republican,349,86,1,1,93.02,84.85,1.89,96.55 t2z/vote,oneR,disctree,republican,349,86,1,1,97.67,93.55,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,2,86.21,83.33,11.11,87.50 t2z/vote,j48,disctree,republican,348,87,1,2,94.25,90.70,2.27,97.50 t2z/vote,nbk,disctree,republican,348,87,1,2,86.21,83.33,11.11,87.50 t2z/vote,oneR,disctree,republican,348,87,1,2,93.10,88.64,2.33,97.50 t2z/vote,bayes,disctree,republican,348,87,1,3,90.80,85.71,5.77,90.91 t2z/vote,j48,disctree,republican,348,87,1,3,94.25,93.75,5.45,90.91 t2z/vote,nbk,disctree,republican,348,87,1,3,90.80,85.71,5.77,90.91 t2z/vote,oneR,disctree,republican,348,87,1,3,95.40,91.43,1.92,96.97 t2z/vote,bayes,disctree,republican,348,87,1,4,88.51,76.74,0.00,100.00 t2z/vote,j48,disctree,republican,348,87,1,4,96.55,94.12,1.89,96.97 t2z/vote,nbk,disctree,republican,348,87,1,4,88.51,76.74,0.00,100.00 t2z/vote,oneR,disctree,republican,348,87,1,4,94.25,88.89,1.96,96.97 t2z/vote,bayes,disctree,republican,348,87,1,5,90.80,90.00,8.77,84.38 t2z/vote,j48,disctree,republican,348,87,1,5,96.55,100.00,5.17,90.62 t2z/vote,nbk,disctree,republican,348,87,1,5,90.80,90.00,8.77,84.38 t2z/vote,oneR,disctree,republican,348,87,1,5,97.70,100.00,3.51,93.75 t2z/vote,bayes,disctree,republican,348,86,2,1,93.02,89.19,4.08,94.29 t2z/vote,j48,disctree,republican,348,86,2,1,95.35,94.29,3.92,94.29 t2z/vote,nbk,disctree,republican,348,86,2,1,93.02,89.19,4.08,94.29 t2z/vote,oneR,disctree,republican,348,86,2,1,94.19,91.67,4.00,94.29 t2z/vote,bayes,disctree,republican,347,87,2,2,88.51,76.47,3.77,92.86 t2z/vote,j48,disctree,republican,347,87,2,2,96.55,93.10,1.72,96.43 t2z/vote,nbk,disctree,republican,347,87,2,2,88.51,76.47,3.77,92.86 t2z/vote,oneR,disctree,republican,347,87,2,2,95.40,87.50,0.00,100.00 t2z/vote,bayes,disctree,republican,347,87,2,3,86.21,76.92,6.25,90.91 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t2z/vote,bayes,fayyadIrani,republican,348,87,2,4,90.80,86.11,5.88,91.18 t2z/vote,j48,fayyadIrani,republican,348,87,2,4,98.85,100.00,1.85,97.06 t2z/vote,nbk,fayyadIrani,republican,348,87,2,4,90.80,86.11,5.88,91.18 t2z/vote,oneR,fayyadIrani,republican,348,87,2,4,97.70,97.06,1.89,97.06 t2z/vote,bayes,fayyadIrani,republican,348,87,2,5,91.95,90.62,7.27,87.88 t2z/vote,j48,fayyadIrani,republican,348,87,2,5,94.25,96.67,7.02,87.88 t2z/vote,nbk,fayyadIrani,republican,348,87,2,5,91.95,90.62,7.27,87.88 t2z/vote,oneR,fayyadIrani,republican,348,87,2,5,93.10,93.55,7.14,87.88 t2z/vote,bayes,fayyadIrani,republican,349,86,3,1,93.02,85.37,0.00,100.00 t2z/vote,j48,fayyadIrani,republican,349,86,3,1,97.67,94.59,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,349,86,3,1,93.02,85.37,0.00,100.00 t2z/vote,oneR,fayyadIrani,republican,349,86,3,1,97.67,94.59,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,2,93.10,90.24,4.35,94.87 t2z/vote,j48,fayyadIrani,republican,348,87,3,2,97.70,97.44,2.08,97.44 t2z/vote,nbk,fayyadIrani,republican,348,87,3,2,93.10,90.24,4.35,94.87 t2z/vote,oneR,fayyadIrani,republican,348,87,3,2,97.70,97.44,2.08,97.44 t2z/vote,bayes,fayyadIrani,republican,348,87,3,3,87.36,76.47,5.66,89.66 t2z/vote,j48,fayyadIrani,republican,348,87,3,3,96.55,93.33,1.75,96.55 t2z/vote,nbk,fayyadIrani,republican,348,87,3,3,87.36,76.47,5.66,89.66 t2z/vote,oneR,fayyadIrani,republican,348,87,3,3,94.25,87.50,1.82,96.55 t2z/vote,bayes,fayyadIrani,republican,348,87,3,4,89.66,83.87,7.14,86.67 t2z/vote,j48,fayyadIrani,republican,348,87,3,4,95.40,96.43,5.08,90.00 t2z/vote,nbk,fayyadIrani,republican,348,87,3,4,89.66,83.87,7.14,86.67 t2z/vote,oneR,fayyadIrani,republican,348,87,3,4,94.25,87.88,1.85,96.67 t2z/vote,bayes,fayyadIrani,republican,348,87,3,5,87.36,82.86,9.62,85.29 t2z/vote,j48,fayyadIrani,republican,348,87,3,5,96.55,96.97,3.70,94.12 t2z/vote,nbk,fayyadIrani,republican,348,87,3,5,87.36,82.86,9.62,85.29 t2z/vote,oneR,fayyadIrani,republican,348,87,3,5,94.25,91.43,3.85,94.12 t2z/vote,bayes,fayyadIrani,republican,349,86,4,1,89.53,82.50,4.35,94.29 t2z/vote,j48,fayyadIrani,republican,349,86,4,1,98.84,97.22,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,349,86,4,1,89.53,82.50,4.35,94.29 t2z/vote,oneR,fayyadIrani,republican,349,86,4,1,97.67,94.59,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,4,2,91.95,81.82,1.85,96.43 t2z/vote,j48,fayyadIrani,republican,348,87,4,2,93.10,84.38,1.82,96.43 t2z/vote,nbk,fayyadIrani,republican,348,87,4,2,91.95,81.82,1.85,96.43 t2z/vote,oneR,fayyadIrani,republican,348,87,4,2,90.80,79.41,1.89,96.43 t2z/vote,bayes,fayyadIrani,republican,348,87,4,3,89.66,84.85,7.41,87.50 t2z/vote,j48,fayyadIrani,republican,348,87,4,3,95.40,96.67,5.26,90.62 t2z/vote,nbk,fayyadIrani,republican,348,87,4,3,89.66,84.85,7.41,87.50 t2z/vote,oneR,fayyadIrani,republican,348,87,4,3,94.25,90.91,3.70,93.75 t2z/vote,bayes,fayyadIrani,republican,348,87,4,4,87.36,82.93,8.70,89.47 t2z/vote,j48,fayyadIrani,republican,348,87,4,4,96.55,97.30,4.00,94.74 t2z/vote,nbk,fayyadIrani,republican,348,87,4,4,87.36,82.93,8.70,89.47 t2z/vote,oneR,fayyadIrani,republican,348,87,4,4,96.55,97.30,4.00,94.74 t2z/vote,bayes,fayyadIrani,republican,348,87,4,5,90.80,86.49,6.00,91.43 t2z/vote,j48,fayyadIrani,republican,348,87,4,5,97.70,100.00,3.70,94.29 t2z/vote,nbk,fayyadIrani,republican,348,87,4,5,90.80,86.49,6.00,91.43 t2z/vote,oneR,fayyadIrani,republican,348,87,4,5,98.85,97.22,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,349,86,5,1,90.70,86.05,4.65,94.87 t2z/vote,j48,fayyadIrani,republican,349,86,5,1,96.51,97.37,4.17,94.87 t2z/vote,nbk,fayyadIrani,republican,349,86,5,1,90.70,86.05,4.65,94.87 t2z/vote,oneR,fayyadIrani,republican,349,86,5,1,94.19,92.50,4.35,94.87 t2z/vote,bayes,fayyadIrani,republican,348,87,5,2,90.80,84.62,4.17,94.29 t2z/vote,j48,fayyadIrani,republican,348,87,5,2,97.70,97.14,1.92,97.14 t2z/vote,nbk,fayyadIrani,republican,348,87,5,2,90.80,84.62,4.17,94.29 t2z/vote,oneR,fayyadIrani,republican,348,87,5,2,98.85,97.22,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,5,3,90.80,86.11,5.88,91.18 t2z/vote,j48,fayyadIrani,republican,348,87,5,3,96.55,96.97,3.70,94.12 t2z/vote,nbk,fayyadIrani,republican,348,87,5,3,90.80,86.11,5.88,91.18 t2z/vote,oneR,fayyadIrani,republican,348,87,5,3,95.40,94.12,3.77,94.12 t2z/vote,bayes,fayyadIrani,republican,348,87,5,4,93.10,90.62,5.45,90.62 t2z/vote,j48,fayyadIrani,republican,348,87,5,4,98.85,96.97,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,5,4,93.10,90.62,5.45,90.62 t2z/vote,oneR,fayyadIrani,republican,348,87,5,4,97.70,94.12,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,5,5,85.06,70.59,5.66,88.89 t2z/vote,j48,fayyadIrani,republican,348,87,5,5,94.25,89.29,3.39,92.59 t2z/vote,nbk,fayyadIrani,republican,348,87,5,5,85.06,70.59,5.66,88.89 t2z/vote,oneR,fayyadIrani,republican,348,87,5,5,91.95,81.25,1.82,96.30 /home/donaldb/var/weka/xval.6577 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/waveform-5000,bayes,cat,1,3984,999,1,1,80.38,81.52,1.72,99.08 t2z/waveform-5000,j48,cat,1,3984,999,1,1,76.28,83.96,14.66,87.25 t2z/waveform-5000,nbk,cat,1,3984,999,1,1,80.68,82.03,1.69,99.08 t2z/waveform-5000,oneR,cat,1,3984,999,1,1,53.45,58.41,57.97,60.53 t2z/waveform-5000,bayes,cat,1,3983,1000,1,2,78.30,80.00,2.50,98.72 t2z/waveform-5000,j48,cat,1,3983,1000,1,2,74.80,84.98,17.77,83.00 t2z/waveform-5000,nbk,cat,1,3983,1000,1,2,78.00,81.17,2.50,98.71 t2z/waveform-5000,oneR,cat,1,3983,1000,1,2,52.10,58.23,61.88,65.02 t2z/waveform-5000,bayes,cat,1,3983,1000,1,3,80.80,79.95,1.59,99.06 t2z/waveform-5000,j48,cat,1,3983,1000,1,3,74.80,81.70,14.63,86.05 t2z/waveform-5000,nbk,cat,1,3983,1000,1,3,80.80,80.10,1.06,99.38 t2z/waveform-5000,oneR,cat,1,3983,1000,1,3,53.20,55.49,58.70,62.11 t2z/waveform-5000,bayes,cat,1,3983,1000,1,4,79.80,78.65,1.60,99.02 t2z/waveform-5000,j48,cat,1,3983,1000,1,4,75.30,82.76,15.33,83.92 t2z/waveform-5000,nbk,cat,1,3983,1000,1,4,79.90,78.55,1.59,99.02 t2z/waveform-5000,oneR,cat,1,3983,1000,1,4,54.50,56.82,49.37,71.94 t2z/waveform-5000,bayes,cat,1,3999,984,1,5,80.69,79.03,0.52,99.66 t2z/waveform-5000,j48,cat,1,3999,984,1,5,75.10,84.64,13.33,85.56 t2z/waveform-5000,nbk,cat,1,3999,984,1,5,80.08,78.59,1.54,98.98 t2z/waveform-5000,oneR,cat,1,3999,984,1,5,54.17,53.17,50.00,76.72 t2z/waveform-5000,bayes,cat,1,3992,999,2,1,79.68,77.81,1.04,99.36 t2z/waveform-5000,j48,cat,1,3992,999,2,1,75.28,83.87,14.80,85.25 t2z/waveform-5000,nbk,cat,1,3992,999,2,1,79.78,77.78,0.52,99.68 t2z/waveform-5000,oneR,cat,1,3992,999,2,1,53.15,56.14,52.13,66.21 t2z/waveform-5000,bayes,cat,1,3991,1000,2,2,80.10,81.18,1.11,99.34 t2z/waveform-5000,j48,cat,1,3991,1000,2,2,75.10,86.32,13.75,86.01 t2z/waveform-5000,nbk,cat,1,3991,1000,2,2,80.40,81.84,1.62,99.02 t2z/waveform-5000,oneR,cat,1,3991,1000,2,2,56.20,59.51,50.29,69.29 t2z/waveform-5000,bayes,cat,1,3991,1000,2,3,80.00,80.99,2.09,98.73 t2z/waveform-5000,j48,cat,1,3991,1000,2,3,73.20,83.45,17.01,83.45 t2z/waveform-5000,nbk,cat,1,3991,1000,2,3,79.70,81.17,2.59,98.39 t2z/waveform-5000,oneR,cat,1,3991,1000,2,3,54.00,56.42,56.49,74.04 t2z/waveform-5000,bayes,cat,1,3991,1000,2,4,79.20,78.93,0.00,100.00 t2z/waveform-5000,j48,cat,1,3991,1000,2,4,75.20,86.24,14.54,86.24 t2z/waveform-5000,nbk,cat,1,3991,1000,2,4,79.30,79.19,0.00,100.00 t2z/waveform-5000,oneR,cat,1,3991,1000,2,4,55.00,58.26,56.30,73.24 t2z/waveform-5000,bayes,cat,1,3999,992,2,5,80.75,80.51,3.41,98.12 t2z/waveform-5000,j48,cat,1,3999,992,2,5,74.60,85.03,19.79,81.70 t2z/waveform-5000,nbk,cat,1,3999,992,2,5,80.75,80.78,3.89,97.80 t2z/waveform-5000,oneR,cat,1,3999,992,2,5,53.63,57.38,56.88,57.97 t2z/waveform-5000,bayes,cat,1,3994,999,3,1,78.98,79.12,1.62,99.08 t2z/waveform-5000,j48,cat,1,3994,999,3,1,71.97,83.39,18.60,81.14 t2z/waveform-5000,nbk,cat,1,3994,999,3,1,78.38,78.48,2.20,98.77 t2z/waveform-5000,oneR,cat,1,3994,999,3,1,52.25,57.22,58.58,67.54 t2z/waveform-5000,bayes,cat,1,3993,1000,3,2,80.00,80.26,0.54,99.67 t2z/waveform-5000,j48,cat,1,3993,1000,3,2,76.10,86.96,13.09,86.96 t2z/waveform-5000,nbk,cat,1,3993,1000,3,2,79.20,79.63,1.65,99.01 t2z/waveform-5000,oneR,cat,1,3993,1000,3,2,54.00,57.18,50.00,72.63 t2z/waveform-5000,bayes,cat,1,3993,1000,3,3,81.00,79.33,1.16,99.40 t2z/waveform-5000,j48,cat,1,3993,1000,3,3,75.70,84.49,17.61,84.23 t2z/waveform-5000,nbk,cat,1,3993,1000,3,3,81.20,79.76,1.68,99.09 t2z/waveform-5000,oneR,cat,1,3993,1000,3,3,52.80,55.00,61.08,63.67 t2z/waveform-5000,bayes,cat,1,3993,1000,3,4,79.20,80.16,1.78,99.02 t2z/waveform-5000,j48,cat,1,3993,1000,3,4,75.50,83.44,14.65,86.53 t2z/waveform-5000,nbk,cat,1,3993,1000,3,4,79.20,81.08,2.86,98.36 t2z/waveform-5000,oneR,cat,1,3993,1000,3,4,51.30,69.67,41.74,84.16 t2z/waveform-5000,bayes,cat,1,3999,994,3,5,81.59,80.78,2.53,98.31 t2z/waveform-5000,j48,cat,1,3999,994,3,5,74.55,83.51,14.74,85.00 t2z/waveform-5000,nbk,cat,1,3999,994,3,5,81.69,81.97,2.50,98.31 t2z/waveform-5000,oneR,cat,1,3999,994,3,5,55.63,56.31,53.11,64.93 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t2z/waveform-5000,j48,fayyadIrani,1,3992,1000,5,4,75.90,82.87,11.26,87.78 t2z/waveform-5000,nbk,fayyadIrani,1,3992,1000,5,4,81.60,80.22,0.48,99.65 t2z/waveform-5000,oneR,fayyadIrani,1,3992,1000,5,4,53.90,51.61,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,993,5,5,80.97,78.26,1.76,99.03 t2z/waveform-5000,j48,fayyadIrani,1,3999,993,5,5,76.13,82.37,14.50,87.12 t2z/waveform-5000,nbk,fayyadIrani,1,3999,993,5,5,80.97,78.26,1.76,99.03 t2z/waveform-5000,oneR,fayyadIrani,1,3999,993,5,5,59.32,56.96,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,1,2,33.33,50.00,100.00,50.00 t2z/weather,j48,cat,no,11,3,1,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,1,2,33.33,50.00,100.00,50.00 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t2z/weather,j48,fayyadIrani,no,11,3,3,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,3,66.67,50.00,0.00,100.00 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,11,3,3,4,100.00,0.00,0.00,0.00 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,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,2,33.33,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,2,33.33,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,2,33.33,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,2,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,3,66.67,100.00,50.00,50.00 t2z/weather,j48,fayyadIrani,no,11,3,4,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,3,66.67,100.00,50.00,50.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,1,50.00,50.00,0.00,100.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 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,11,3,5,2,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,0.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,0.00,0.00,0.00,0.00 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,11,3,5,4,33.33,0.00,50.00,0.00 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,12,2,1,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,1,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,1,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,1,4,33.33,33.33,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,1,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,1,4,33.33,33.33,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,1,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,1,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,1,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,2,33.33,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,2,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,2,33.33,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,2,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,3,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,2,3,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,2,5,50.00,100.00,100.00,50.00 t2z/weather.nominal,j48,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,5,50.00,100.00,100.00,50.00 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,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,3,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,3,2,33.33,33.33,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,3,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,4,33.33,33.33,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,3,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,3,4,33.33,33.33,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,3,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,3,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,4,3,33.33,33.33,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,4,3,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,3,33.33,33.33,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,4,3,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 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