#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/anneal,bayes,cat,2,718,179,1,1,87.15,93.55,0.00,100.00 a2b/anneal,j48,cat,2,718,179,1,1,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,1,1,92.18,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,1,1,77.09,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,1,2,86.67,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,1,2,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,1,2,91.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,1,2,86.11,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,1,3,82.68,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,1,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,1,3,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,1,3,88.83,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,1,4,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,1,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,1,4,96.67,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,1,4,79.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,1,5,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,1,5,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,1,5,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,1,5,86.59,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,2,1,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,2,1,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,2,1,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,2,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,2,2,91.67,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,2,2,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,2,2,96.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,2,2,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,2,3,83.24,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,2,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,2,3,91.62,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,2,3,86.59,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,2,4,88.33,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,2,4,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,2,4,92.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,2,4,79.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,2,5,89.94,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,2,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,2,5,97.77,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,2,5,85.47,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,1,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,1,97.21,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,1,77.65,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,2,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,2,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,2,94.44,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,2,84.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,3,88.83,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,3,96.65,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,3,92.74,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,3,81.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,4,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,4,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,4,88.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,5,83.24,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,5,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,5,92.74,100.00,100.00,94.44 a2b/anneal,oneR,cat,2,719,179,3,5,85.47,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,1,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,1,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,1,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,1,83.24,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,2,86.11,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,2,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,2,80.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,3,84.36,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,3,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,3,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,3,81.01,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,4,90.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,4,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,4,97.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,4,85.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,5,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,5,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,5,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,5,87.71,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,1,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,1,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,1,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,5,2,89.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,5,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,5,2,97.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,5,2,88.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,3,94.41,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,3,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,5,4,83.33,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,5,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,5,4,92.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,5,4,80.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,5,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,5,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,5,82.68,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,1,98.88,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,1,93.30,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,1,98.88,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,1,88.83,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,1,2,94.44,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,1,2,87.78,93.33,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,1,2,94.44,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,1,2,81.11,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,3,95.53,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,3,91.62,93.75,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,3,80.45,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,1,4,96.11,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,1,4,93.33,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,1,4,96.11,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,1,4,80.00,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,5,96.09,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,5,89.94,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,5,96.09,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,5,87.71,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,1,94.97,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,1,93.30,87.50,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,1,94.97,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,1,83.80,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,2,95.00,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,2,88.89,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,2,83.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,3,96.65,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,3,93.85,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,3,96.65,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,4,97.22,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,4,90.00,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,4,97.22,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,4,87.78,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,5,96.65,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,5,87.15,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,5,96.65,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,5,81.01,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,1,93.30,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,1,90.50,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,1,93.30,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,1,79.33,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,2,97.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,2,94.44,93.75,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,2,97.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,2,85.00,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,3,97.21,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,3,85.47,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,3,97.21,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,3,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,4,97.22,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,4,91.67,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,4,97.22,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,4,85.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,5,96.65,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,5,89.39,91.67,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,5,96.65,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,5,86.59,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,4,1,98.32,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,4,1,86.59,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,4,1,98.32,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,4,1,83.80,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,4,2,95.00,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,4,2,92.22,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,4,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,4,2,82.78,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,4,3,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,4,3,91.62,81.82,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,4,3,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,4,3,84.36,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,4,4,97.22,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,4,4,95.56,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,4,4,97.22,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,4,4,86.11,0.00,0.00,0.00 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a2b/audiology,nbk,fayyadIrani,bells_palsy,180,45,5,4,64.44,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,180,45,5,4,44.44,0.00,0.00,0.00 a2b/audiology,bayes,fayyadIrani,bells_palsy,180,45,5,5,64.44,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,180,45,5,5,77.78,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,180,45,5,5,64.44,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,180,45,5,5,37.78,0.00,0.00,0.00 /home/donaldb/var/weka/xval.27957 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,52.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,1,1,65.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,1,1,55.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,1,1,62.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,65.85,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,2,73.17,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,1,2,68.29,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,2,65.85,0.00,0.00,0.00 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a2b/autos,nbk,cat,-2,164,41,2,2,68.29,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,39.02,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,3,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,3,46.34,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,2,4,80.49,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,2,4,65.85,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,2,4,63.41,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,5,65.85,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,5,68.29,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,5,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,47.50,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,3,1,80.00,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,3,1,45.00,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,3,1,60.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,63.41,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,2,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,2,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,46.34,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,3,78.05,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,3,58.54,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,3,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,4,68.29,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,4,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,4,63.41,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,5,80.49,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,5,63.41,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,5,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,4,1,55.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,4,1,82.50,0.00,0.00,0.00 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a2b/autos,bayes,cat,-2,165,40,5,1,57.50,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,5,1,62.50,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,5,1,47.50,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,5,1,52.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,2,48.78,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,2,90.24,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,2,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,2,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,3,46.34,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,3,78.05,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,3,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,3,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,4,68.29,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,5,4,78.05,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,4,63.41,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,5,4,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,5,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,5,68.29,100.00,0.00,100.00 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a2b/autos,nbk,fayyadIrani,-2,164,41,4,2,65.85,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,2,63.41,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,3,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,3,90.24,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,3,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,3,70.73,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,4,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,4,80.49,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,4,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,4,46.34,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,5,78.05,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,5,73.17,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,5,78.05,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,5,63.41,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,5,1,77.50,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,5,1,82.50,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,165,40,5,1,77.50,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,5,1,67.50,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,2,70.73,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,85.37,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,70.73,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,63.41,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,56.10,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,68.29,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,56.10,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,87.80,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,46.34,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,80.49,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,5,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,5,65.85,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,1,71.93,56.44,55.42,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,1,77.19,56.44,55.79,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,1,71.93,56.44,55.42,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,1,73.68,56.44,55.68,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,2,66.67,62.64,60.49,53.77 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,2,64.91,62.64,61.36,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,2,66.67,62.64,60.49,53.77 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,2,63.16,62.64,61.63,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,3,71.93,57.00,53.62,60.64 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,3,61.40,57.00,56.06,60.64 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,3,71.93,57.00,53.62,60.64 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,3,63.16,57.00,55.88,60.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,4,66.67,60.00,57.75,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,4,75.44,60.00,57.14,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,4,66.67,60.00,57.75,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,4,66.67,60.00,59.78,50.89 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,5,71.93,58.16,56.25,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,5,70.18,58.16,58.06,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,5,71.93,58.16,56.25,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,5,63.16,58.16,59.09,52.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,1,59.65,62.64,60.66,60.64 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,1,68.42,62.64,60.24,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,1,59.65,62.64,60.66,60.64 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,1,59.65,62.64,62.03,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,2,68.42,60.64,58.11,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,2,68.42,60.64,59.04,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,2,68.42,60.64,58.11,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,2,66.67,60.64,59.52,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,3,85.96,54.29,52.63,53.27 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,3,78.95,54.29,54.55,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,3,85.96,54.29,52.63,53.27 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,3,75.44,54.29,53.93,54.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,4,70.18,57.00,56.10,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,4,71.93,57.00,56.99,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,4,70.18,57.00,56.10,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,4,64.91,57.00,57.32,54.81 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,5,78.95,60.00,55.70,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,5,70.18,60.00,59.14,50.89 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,5,78.95,60.00,55.70,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,5,68.42,60.00,59.34,51.35 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,1,66.67,59.38,57.53,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,1,73.68,59.38,57.47,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,1,66.67,59.38,57.53,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,1,61.40,59.38,58.90,57.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,2,80.70,58.76,53.42,59.38 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,2,75.44,58.76,56.10,55.34 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,2,80.70,58.76,53.42,59.38 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,2,66.67,58.76,55.00,63.33 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,3,70.18,60.00,57.69,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,3,71.93,60.00,58.43,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,3,70.18,60.00,57.69,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,3,64.91,60.00,59.52,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,4,77.19,58.16,55.81,54.29 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,4,78.95,58.16,56.04,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,4,77.19,58.16,55.81,54.29 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,4,71.93,58.16,57.89,50.89 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,5,68.42,57.00,56.25,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,5,70.18,57.00,56.47,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,5,68.42,57.00,56.25,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,5,59.65,57.00,58.54,54.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,1,71.93,57.58,55.70,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,1,71.93,57.58,57.45,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,1,71.93,57.58,55.70,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,1,64.91,57.58,57.83,54.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,2,66.67,57.58,57.32,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,2,70.18,57.58,57.61,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,2,66.67,57.58,57.32,54.81 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,2,66.67,57.58,57.65,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,3,75.44,60.64,56.58,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,3,68.42,60.64,59.78,50.89 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,3,75.44,60.64,56.58,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,3,64.91,60.64,60.23,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,4,73.68,56.44,53.95,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,4,82.46,56.44,54.74,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,4,73.68,56.44,53.95,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,4,68.42,56.44,55.26,57.58 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,5,70.18,61.29,58.11,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,5,66.67,61.29,59.21,55.88 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,5,70.18,61.29,58.11,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,5,63.16,61.29,60.49,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,1,71.93,59.38,56.96,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,1,71.93,59.38,57.95,52.78 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c2d/credit-a,nbk,fayyadIrani,-,552,138,3,4,86.23,87.65,15.79,88.75 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,4,80.43,93.44,29.87,71.25 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,5,86.23,83.13,9.09,93.24 c2d/credit-a,j48,fayyadIrani,-,552,138,3,5,89.86,86.59,5.36,95.95 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,5,86.23,83.13,9.09,93.24 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,5,90.58,92.96,11.94,89.19 c2d/credit-a,bayes,fayyadIrani,-,553,137,4,1,87.59,87.80,12.73,91.14 c2d/credit-a,j48,fayyadIrani,-,553,137,4,1,86.13,87.50,15.79,88.61 c2d/credit-a,nbk,fayyadIrani,-,553,137,4,1,87.59,87.80,12.73,91.14 c2d/credit-a,oneR,fayyadIrani,-,553,137,4,1,83.21,91.18,24.64,78.48 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,2,87.68,87.01,11.48,90.54 c2d/credit-a,j48,fayyadIrani,-,552,138,4,2,85.51,86.49,15.62,86.49 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,2,87.68,87.01,11.48,90.54 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,2,84.06,96.43,24.39,72.97 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,3,89.13,89.16,10.91,92.50 c2d/credit-a,j48,fayyadIrani,-,552,138,4,3,90.58,90.36,9.09,93.75 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,3,89.13,89.16,10.91,92.50 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,3,89.86,95.83,16.67,86.25 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,4,84.78,82.76,11.76,92.31 c2d/credit-a,j48,fayyadIrani,-,552,138,4,4,89.13,89.87,11.86,91.03 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,4,84.78,82.76,11.76,92.31 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,4,86.23,94.03,21.13,80.77 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,5,84.06,81.25,12.07,90.28 c2d/credit-a,j48,fayyadIrani,-,552,138,4,5,83.33,80.25,12.28,90.28 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,5,84.06,81.25,12.07,90.28 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,5,84.06,87.88,19.44,80.56 c2d/credit-a,bayes,fayyadIrani,-,553,137,5,1,91.97,92.68,9.09,93.83 c2d/credit-a,j48,fayyadIrani,-,553,137,5,1,91.97,93.75,10.53,92.59 c2d/credit-a,nbk,fayyadIrani,-,553,137,5,1,91.97,92.68,9.09,93.83 c2d/credit-a,oneR,fayyadIrani,-,553,137,5,1,86.13,95.59,23.19,80.25 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,2,90.58,90.12,8.77,93.59 c2d/credit-a,j48,fayyadIrani,-,552,138,5,2,92.03,91.36,7.02,94.87 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,2,90.58,90.12,8.77,93.59 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,2,86.96,92.86,19.12,83.33 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,3,81.16,78.41,14.00,90.79 c2d/credit-a,j48,fayyadIrani,-,552,138,5,3,85.51,83.33,11.11,92.11 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,3,81.16,78.41,14.00,90.79 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,3,86.23,93.85,20.55,80.26 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,4,81.16,77.78,14.04,88.73 c2d/credit-a,j48,fayyadIrani,-,552,138,5,4,82.61,80.52,14.75,87.32 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,4,81.16,77.78,14.04,88.73 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,4,83.33,88.71,21.05,77.46 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,5,81.88,80.72,16.36,88.16 c2d/credit-a,j48,fayyadIrani,-,552,138,5,5,81.88,81.48,17.54,86.84 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,5,81.88,80.72,16.36,88.16 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,5,84.78,93.65,22.67,77.63 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,615,153,1,1,79.74,69.77,16.36,62.50 c2d/diabetes,j48,cat,tested_positive,615,153,1,1,81.05,71.11,14.81,66.67 c2d/diabetes,nbk,cat,tested_positive,615,153,1,1,79.74,72.97,18.10,56.25 c2d/diabetes,oneR,cat,tested_positive,615,153,1,1,77.78,75.00,21.60,43.75 c2d/diabetes,bayes,cat,tested_positive,614,154,1,2,73.38,68.18,24.55,52.63 c2d/diabetes,j48,cat,tested_positive,614,154,1,2,71.43,62.75,24.27,56.14 c2d/diabetes,nbk,cat,tested_positive,614,154,1,2,74.03,70.73,24.78,50.88 c2d/diabetes,oneR,cat,tested_positive,614,154,1,2,74.03,81.48,27.56,38.60 c2d/diabetes,bayes,cat,tested_positive,615,153,1,3,73.86,70.91,24.49,61.90 c2d/diabetes,j48,cat,tested_positive,615,153,1,3,70.59,63.24,23.53,68.25 c2d/diabetes,nbk,cat,tested_positive,615,153,1,3,71.24,67.92,27.00,57.14 c2d/diabetes,oneR,cat,tested_positive,615,153,1,3,69.93,64.91,27.08,58.73 c2d/diabetes,bayes,cat,tested_positive,614,154,1,4,73.38,60.42,20.75,56.86 c2d/diabetes,j48,cat,tested_positive,614,154,1,4,72.73,58.82,20.39,58.82 c2d/diabetes,nbk,cat,tested_positive,614,154,1,4,72.73,60.98,23.01,49.02 c2d/diabetes,oneR,cat,tested_positive,614,154,1,4,66.88,50.00,24.51,50.98 c2d/diabetes,bayes,cat,tested_positive,615,153,1,5,75.82,60.78,16.67,64.58 c2d/diabetes,j48,cat,tested_positive,615,153,1,5,75.16,62.50,20.35,52.08 c2d/diabetes,nbk,cat,tested_positive,615,153,1,5,75.82,63.41,19.64,54.17 c2d/diabetes,oneR,cat,tested_positive,615,153,1,5,77.12,70.97,21.31,45.83 c2d/diabetes,bayes,cat,tested_positive,615,153,2,1,76.47,72.34,21.70,59.65 c2d/diabetes,j48,cat,tested_positive,615,153,2,1,72.55,77.78,28.57,36.84 c2d/diabetes,nbk,cat,tested_positive,615,153,2,1,73.20,69.05,25.23,50.88 c2d/diabetes,oneR,cat,tested_positive,615,153,2,1,71.24,67.57,27.59,43.86 c2d/diabetes,bayes,cat,tested_positive,614,154,2,2,76.62,58.70,15.74,61.36 c2d/diabetes,j48,cat,tested_positive,614,154,2,2,76.62,57.14,12.24,72.73 c2d/diabetes,nbk,cat,tested_positive,614,154,2,2,75.97,58.54,17.70,54.55 c2d/diabetes,oneR,cat,tested_positive,614,154,2,2,75.97,58.97,18.26,52.27 c2d/diabetes,bayes,cat,tested_positive,615,153,2,3,71.24,70.37,28.28,57.58 c2d/diabetes,j48,cat,tested_positive,615,153,2,3,73.86,72.41,25.26,63.64 c2d/diabetes,nbk,cat,tested_positive,615,153,2,3,71.90,74.47,29.25,53.03 c2d/diabetes,oneR,cat,tested_positive,615,153,2,3,65.36,66.67,35.09,39.39 c2d/diabetes,bayes,cat,tested_positive,614,154,2,4,74.03,58.14,19.82,53.19 c2d/diabetes,j48,cat,tested_positive,614,154,2,4,77.92,66.67,18.26,55.32 c2d/diabetes,nbk,cat,tested_positive,614,154,2,4,78.57,68.42,18.10,55.32 c2d/diabetes,oneR,cat,tested_positive,614,154,2,4,74.03,64.00,24.03,34.04 c2d/diabetes,bayes,cat,tested_positive,615,153,2,5,83.01,78.00,14.56,72.22 c2d/diabetes,j48,cat,tested_positive,615,153,2,5,71.90,58.73,18.89,68.52 c2d/diabetes,nbk,cat,tested_positive,615,153,2,5,80.39,76.09,17.76,64.81 c2d/diabetes,oneR,cat,tested_positive,615,153,2,5,73.86,65.91,22.94,53.70 c2d/diabetes,bayes,cat,tested_positive,615,153,3,1,71.24,51.22,21.43,46.67 c2d/diabetes,j48,cat,tested_positive,615,153,3,1,72.55,54.29,22.03,42.22 c2d/diabetes,nbk,cat,tested_positive,615,153,3,1,75.16,60.00,20.34,46.67 c2d/diabetes,oneR,cat,tested_positive,615,153,3,1,69.28,47.83,21.50,48.89 c2d/diabetes,bayes,cat,tested_positive,614,154,3,2,77.27,69.57,19.44,60.38 c2d/diabetes,j48,cat,tested_positive,614,154,3,2,71.43,64.52,26.83,37.74 c2d/diabetes,nbk,cat,tested_positive,614,154,3,2,74.03,63.27,20.95,58.49 c2d/diabetes,oneR,cat,tested_positive,614,154,3,2,68.18,55.00,27.19,41.51 c2d/diabetes,bayes,cat,tested_positive,615,153,3,3,75.16,67.86,20.62,65.52 c2d/diabetes,j48,cat,tested_positive,615,153,3,3,69.93,58.57,20.48,70.69 c2d/diabetes,nbk,cat,tested_positive,615,153,3,3,75.82,71.43,22.12,60.34 c2d/diabetes,oneR,cat,tested_positive,615,153,3,3,72.55,71.05,26.96,46.55 c2d/diabetes,bayes,cat,tested_positive,614,154,3,4,78.57,73.33,19.27,61.11 c2d/diabetes,j48,cat,tested_positive,614,154,3,4,77.27,70.21,19.63,61.11 c2d/diabetes,nbk,cat,tested_positive,614,154,3,4,75.32,70.00,22.81,51.85 c2d/diabetes,oneR,cat,tested_positive,614,154,3,4,74.68,67.44,22.52,53.70 c2d/diabetes,bayes,cat,tested_positive,615,153,3,5,75.82,70.59,21.57,62.07 c2d/diabetes,j48,cat,tested_positive,615,153,3,5,74.51,75.68,25.86,48.28 c2d/diabetes,nbk,cat,tested_positive,615,153,3,5,77.12,78.05,23.21,55.17 c2d/diabetes,oneR,cat,tested_positive,615,153,3,5,75.16,79.41,26.05,46.55 c2d/diabetes,bayes,cat,tested_positive,615,153,4,1,73.86,68.63,23.53,59.32 c2d/diabetes,j48,cat,tested_positive,615,153,4,1,67.97,60.87,28.97,47.46 c2d/diabetes,nbk,cat,tested_positive,615,153,4,1,70.59,64.00,26.21,54.24 c2d/diabetes,oneR,cat,tested_positive,615,153,4,1,72.55,74.29,27.97,44.07 c2d/diabetes,bayes,cat,tested_positive,614,154,4,2,74.03,66.67,22.33,59.65 c2d/diabetes,j48,cat,tested_positive,614,154,4,2,72.73,61.90,19.78,68.42 c2d/diabetes,nbk,cat,tested_positive,614,154,4,2,76.62,73.33,22.02,57.89 c2d/diabetes,oneR,cat,tested_positive,614,154,4,2,74.03,72.97,25.64,47.37 c2d/diabetes,bayes,cat,tested_positive,615,153,4,3,75.16,66.67,21.93,50.98 c2d/diabetes,j48,cat,tested_positive,615,153,4,3,71.24,58.14,23.64,49.02 c2d/diabetes,nbk,cat,tested_positive,615,153,4,3,73.86,66.67,24.17,43.14 c2d/diabetes,oneR,cat,tested_positive,615,153,4,3,71.24,58.14,23.64,49.02 c2d/diabetes,bayes,cat,tested_positive,614,154,4,4,78.57,66.67,15.00,70.59 c2d/diabetes,j48,cat,tested_positive,614,154,4,4,77.27,66.00,17.31,64.71 c2d/diabetes,nbk,cat,tested_positive,614,154,4,4,77.27,71.05,20.69,52.94 c2d/diabetes,oneR,cat,tested_positive,614,154,4,4,75.97,69.44,22.03,49.02 c2d/diabetes,bayes,cat,tested_positive,615,153,4,5,78.43,68.18,17.43,61.22 c2d/diabetes,j48,cat,tested_positive,615,153,4,5,71.24,54.90,20.59,57.14 c2d/diabetes,nbk,cat,tested_positive,615,153,4,5,75.82,65.00,20.35,53.06 c2d/diabetes,oneR,cat,tested_positive,615,153,4,5,76.47,70.97,22.13,44.90 c2d/diabetes,bayes,cat,tested_positive,615,153,5,1,72.55,64.71,23.53,57.89 c2d/diabetes,j48,cat,tested_positive,615,153,5,1,67.97,62.50,30.58,35.09 c2d/diabetes,nbk,cat,tested_positive,615,153,5,1,68.63,61.54,28.95,42.11 c2d/diabetes,oneR,cat,tested_positive,615,153,5,1,67.97,58.70,28.04,47.37 c2d/diabetes,bayes,cat,tested_positive,614,154,5,2,72.73,71.43,26.79,50.00 c2d/diabetes,j48,cat,tested_positive,614,154,5,2,71.43,67.39,26.85,51.67 c2d/diabetes,nbk,cat,tested_positive,614,154,5,2,69.48,68.57,30.25,40.00 c2d/diabetes,oneR,cat,tested_positive,614,154,5,2,69.48,62.75,27.18,53.33 c2d/diabetes,bayes,cat,tested_positive,615,153,5,3,79.74,68.52,14.14,72.55 c2d/diabetes,j48,cat,tested_positive,615,153,5,3,74.51,63.04,20.56,56.86 c2d/diabetes,nbk,cat,tested_positive,615,153,5,3,77.78,66.67,16.67,66.67 c2d/diabetes,oneR,cat,tested_positive,615,153,5,3,71.24,61.29,26.23,37.25 c2d/diabetes,bayes,cat,tested_positive,614,154,5,4,76.62,61.22,16.19,63.83 c2d/diabetes,j48,cat,tested_positive,614,154,5,4,74.03,59.46,21.37,46.81 c2d/diabetes,nbk,cat,tested_positive,614,154,5,4,80.52,69.77,15.32,63.83 c2d/diabetes,oneR,cat,tested_positive,614,154,5,4,76.62,62.79,18.02,57.45 c2d/diabetes,bayes,cat,tested_positive,615,153,5,5,73.20,61.70,21.70,55.77 c2d/diabetes,j48,cat,tested_positive,615,153,5,5,72.55,59.62,20.79,59.62 c2d/diabetes,nbk,cat,tested_positive,615,153,5,5,75.16,66.67,21.62,53.85 c2d/diabetes,oneR,cat,tested_positive,615,153,5,5,71.24,60.53,25.22,44.23 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,1,76.47,70.18,19.79,67.80 c2d/diabetes,j48,disctree,tested_positive,615,153,1,1,73.86,73.17,25.89,50.85 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,1,76.47,70.18,19.79,67.80 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,1,74.51,73.81,25.23,52.54 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,2,70.78,60.00,23.23,58.93 c2d/diabetes,j48,disctree,tested_positive,614,154,1,2,73.38,75.86,27.20,39.29 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,2,70.78,60.00,23.23,58.93 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,2,73.38,75.86,27.20,39.29 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,3,73.20,54.10,14.13,71.74 c2d/diabetes,j48,disctree,tested_positive,615,153,1,3,73.86,57.89,20.87,47.83 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,3,73.20,54.10,14.13,71.74 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,3,74.51,58.97,20.18,50.00 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,4,75.97,62.96,17.00,66.67 c2d/diabetes,j48,disctree,tested_positive,614,154,1,4,72.08,65.38,26.56,33.33 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,4,75.97,62.96,17.00,66.67 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,4,72.08,65.38,26.56,33.33 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,5,73.86,64.71,21.57,60.00 c2d/diabetes,j48,disctree,tested_positive,615,153,1,5,71.24,73.91,29.23,30.91 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,5,73.86,64.71,21.57,60.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,5,72.55,76.00,28.12,34.55 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,1,75.82,71.74,22.43,57.89 c2d/diabetes,j48,disctree,tested_positive,615,153,2,1,72.55,74.19,27.87,40.35 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,1,75.82,71.74,22.43,57.89 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,1,72.55,75.86,28.23,38.60 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,2,79.22,62.07,10.42,78.26 c2d/diabetes,j48,disctree,tested_positive,614,154,2,2,76.62,65.62,20.49,45.65 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,2,79.22,62.07,10.42,78.26 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,2,77.27,67.74,20.33,45.65 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,3,66.01,52.31,23.86,61.82 c2d/diabetes,j48,disctree,tested_positive,615,153,2,3,67.97,60.00,30.08,32.73 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,3,66.01,52.31,23.86,61.82 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,3,67.97,60.00,30.08,32.73 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,4,72.73,62.50,22.64,55.56 c2d/diabetes,j48,disctree,tested_positive,614,154,2,4,70.78,62.86,26.89,40.74 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,4,72.73,62.50,22.64,55.56 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,4,71.43,64.71,26.67,40.74 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,5,72.55,64.00,23.30,57.14 c2d/diabetes,j48,disctree,tested_positive,615,153,2,5,73.20,75.86,27.42,39.29 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,5,72.55,64.00,23.30,57.14 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,5,73.86,75.00,26.45,42.86 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,1,69.93,64.81,27.27,56.45 c2d/diabetes,j48,disctree,tested_positive,615,153,3,1,70.59,77.42,31.15,38.71 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,1,69.93,64.81,27.27,56.45 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,1,70.59,77.42,31.15,38.71 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,2,72.08,54.72,18.81,60.42 c2d/diabetes,j48,disctree,tested_positive,614,154,3,2,72.08,59.26,25.20,33.33 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,2,72.08,54.72,18.81,60.42 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,2,72.73,61.54,25.00,33.33 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,3,66.01,54.10,26.09,57.89 c2d/diabetes,j48,disctree,tested_positive,615,153,3,3,66.67,58.82,31.09,35.09 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,3,66.01,54.10,26.09,57.89 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,3,67.32,60.61,30.83,35.09 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,4,79.22,73.47,18.10,65.45 c2d/diabetes,j48,disctree,tested_positive,614,154,3,4,72.08,75.00,28.46,32.73 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,4,79.22,73.47,18.10,65.45 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,4,71.43,73.91,29.01,30.91 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,5,81.05,66.04,11.00,76.09 c2d/diabetes,j48,disctree,tested_positive,615,153,3,5,73.86,57.14,19.82,52.17 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,5,81.05,66.04,11.00,76.09 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,5,73.86,57.14,19.82,52.17 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,1,77.78,59.02,9.78,80.00 c2d/diabetes,j48,disctree,tested_positive,615,153,4,1,73.20,56.25,22.31,40.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,1,77.78,59.02,9.78,80.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,1,74.51,60.71,22.40,37.78 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,2,74.03,62.50,19.39,64.81 c2d/diabetes,j48,disctree,tested_positive,614,154,4,2,68.83,60.71,29.37,31.48 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,2,74.03,62.50,19.39,64.81 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,2,69.48,62.07,28.80,33.33 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,3,72.55,61.22,22.12,56.60 c2d/diabetes,j48,disctree,tested_positive,615,153,4,3,72.55,78.95,28.36,28.30 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,3,72.55,61.22,22.12,56.60 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,3,72.55,78.95,28.36,28.30 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,4,70.78,61.82,24.24,58.62 c2d/diabetes,j48,disctree,tested_positive,614,154,4,4,71.43,67.50,27.19,46.55 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,4,70.78,61.82,24.24,58.62 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,4,71.43,67.50,27.19,46.55 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,5,78.43,70.00,16.13,73.68 c2d/diabetes,j48,disctree,tested_positive,615,153,4,5,75.16,74.36,24.56,50.88 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,5,78.43,70.00,16.13,73.68 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,5,75.16,74.36,24.56,50.88 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,1,72.55,66.00,24.27,56.90 c2d/diabetes,j48,disctree,tested_positive,615,153,5,1,69.93,73.08,30.71,32.76 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,1,72.55,66.00,24.27,56.90 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,1,69.93,73.08,30.71,32.76 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,2,75.97,56.36,13.13,70.45 c2d/diabetes,j48,disctree,tested_positive,614,154,5,2,73.38,53.66,19.47,50.00 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,2,75.97,56.36,13.13,70.45 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,2,73.38,53.66,19.47,50.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,3,74.51,64.91,19.79,66.07 c2d/diabetes,j48,disctree,tested_positive,615,153,5,3,67.32,59.38,30.58,33.93 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,3,74.51,64.91,19.79,66.07 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,3,66.67,58.06,31.15,32.14 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,4,71.43,61.67,22.34,63.79 c2d/diabetes,j48,disctree,tested_positive,614,154,5,4,70.78,70.97,29.27,37.93 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,4,71.43,61.67,22.34,63.79 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,4,72.08,74.19,28.46,39.66 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,5,75.82,65.31,19.23,61.54 c2d/diabetes,j48,disctree,tested_positive,615,153,5,5,76.47,76.67,23.58,44.23 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,5,75.82,65.31,19.23,61.54 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,5,77.12,77.42,22.95,46.15 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,1,75.82,63.27,18.27,62.00 c2d/diabetes,j48,tbin,tested_positive,615,153,1,1,77.12,72.73,21.67,48.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,1,75.82,63.27,18.27,62.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,1,73.20,71.43,26.52,30.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,2,74.68,62.75,19.42,61.54 c2d/diabetes,j48,tbin,tested_positive,614,154,1,2,72.08,59.57,22.43,53.85 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,2,74.68,62.75,19.42,61.54 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,2,68.83,53.57,22.45,57.69 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,3,75.82,67.35,20.19,61.11 c2d/diabetes,j48,tbin,tested_positive,615,153,1,3,78.43,81.82,22.50,50.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,3,75.82,67.35,20.19,61.11 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,3,75.16,80.77,25.98,38.89 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,4,75.97,65.91,20.00,56.86 c2d/diabetes,j48,tbin,tested_positive,614,154,1,4,75.32,65.85,21.24,52.94 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,4,75.97,65.91,20.00,56.86 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,4,72.73,66.67,25.98,35.29 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,5,73.86,67.86,22.68,63.33 c2d/diabetes,j48,tbin,tested_positive,615,153,1,5,75.16,72.00,23.30,60.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,5,73.86,67.86,22.68,63.33 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,5,73.20,73.17,26.79,50.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,1,71.90,59.62,21.78,58.49 c2d/diabetes,j48,tbin,tested_positive,615,153,2,1,70.59,59.09,24.77,49.06 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,1,71.90,59.62,21.78,58.49 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,1,67.32,52.73,24.49,54.72 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,2,75.97,60.71,15.31,69.39 c2d/diabetes,j48,tbin,tested_positive,614,154,2,2,81.82,75.61,15.93,63.27 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,2,75.97,60.71,15.31,69.39 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,2,78.57,76.67,20.97,46.94 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,3,69.93,66.67,28.57,51.61 c2d/diabetes,j48,tbin,tested_positive,615,153,2,3,71.24,71.43,28.83,48.39 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,3,69.93,66.67,28.57,51.61 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,3,69.28,75.86,32.26,35.48 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,4,81.17,66.67,12.26,71.11 c2d/diabetes,j48,tbin,tested_positive,614,154,2,4,78.57,67.65,18.33,51.11 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,4,81.17,66.67,12.26,71.11 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,4,78.57,73.08,20.31,42.22 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,5,75.16,70.00,22.33,60.34 c2d/diabetes,j48,tbin,tested_positive,615,153,2,5,76.47,73.91,22.43,58.62 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,5,75.16,70.00,22.33,60.34 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,5,72.55,73.53,27.73,43.10 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,1,77.78,74.00,20.39,63.79 c2d/diabetes,j48,tbin,tested_positive,615,153,3,1,75.16,71.74,23.36,56.90 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,1,77.78,74.00,20.39,63.79 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,1,71.24,79.17,30.23,32.76 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,2,77.27,75.00,21.57,63.93 c2d/diabetes,j48,tbin,tested_positive,614,154,3,2,71.43,70.73,28.32,47.54 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,2,77.27,75.00,21.57,63.93 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,2,75.32,81.08,26.50,49.18 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,3,79.08,67.39,15.89,64.58 c2d/diabetes,j48,tbin,tested_positive,615,153,3,3,79.08,71.05,18.26,56.25 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,3,79.08,67.39,15.89,64.58 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,3,77.12,72.41,21.77,43.75 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,4,69.48,56.86,24.27,53.70 c2d/diabetes,j48,tbin,tested_positive,614,154,3,4,73.38,69.70,25.62,42.59 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,4,69.48,56.86,24.27,53.70 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,4,71.43,69.23,28.12,33.33 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,5,75.82,59.18,16.35,63.04 c2d/diabetes,j48,tbin,tested_positive,615,153,3,5,76.47,62.50,18.58,54.35 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,5,75.82,59.18,16.35,63.04 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,5,75.82,66.67,22.22,39.13 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,1,75.82,64.58,19.05,60.78 c2d/diabetes,j48,tbin,tested_positive,615,153,4,1,79.08,74.36,19.30,56.86 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,1,75.82,64.58,19.05,60.78 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,1,77.12,76.67,22.76,45.10 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,2,76.62,65.38,17.65,65.38 c2d/diabetes,j48,tbin,tested_positive,614,154,4,2,73.38,62.22,22.02,53.85 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,2,76.62,65.38,17.65,65.38 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,2,75.32,73.33,24.19,42.31 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,3,73.20,62.26,21.00,61.11 c2d/diabetes,j48,tbin,tested_positive,615,153,4,3,71.24,63.16,26.09,44.44 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,3,73.20,62.26,21.00,61.11 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,3,67.97,55.32,26.42,48.15 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,4,75.32,66.67,20.39,61.82 c2d/diabetes,j48,tbin,tested_positive,614,154,4,4,73.38,64.58,22.64,56.36 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,4,75.32,66.67,20.39,61.82 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,4,71.43,58.46,19.10,69.09 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,5,77.12,70.83,20.00,61.82 c2d/diabetes,j48,tbin,tested_positive,615,153,4,5,71.90,65.00,25.66,47.27 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,5,77.12,70.83,20.00,61.82 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,5,71.90,73.08,28.35,34.55 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,1,79.74,66.67,13.13,73.47 c2d/diabetes,j48,tbin,tested_positive,615,153,5,1,78.43,69.05,18.02,59.18 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,1,79.74,66.67,13.13,73.47 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,1,73.86,64.52,23.77,40.82 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,2,68.18,50.00,22.55,53.06 c2d/diabetes,j48,tbin,tested_positive,614,154,5,2,74.68,61.90,20.54,53.06 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,2,68.18,50.00,22.55,53.06 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,2,74.03,65.52,24.00,38.78 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,3,69.93,62.75,26.47,54.24 c2d/diabetes,j48,tbin,tested_positive,615,153,5,3,69.93,69.70,30.00,38.98 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,3,69.93,62.75,26.47,54.24 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,3,75.16,92.00,28.12,38.98 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,4,78.57,74.36,20.00,55.77 c2d/diabetes,j48,tbin,tested_positive,614,154,5,4,72.73,65.62,25.41,40.38 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,4,78.57,74.36,20.00,55.77 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,4,72.08,69.57,27.48,30.77 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,5,75.16,69.09,21.43,64.41 c2d/diabetes,j48,tbin,tested_positive,615,153,5,5,73.20,68.75,24.76,55.93 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,5,75.16,69.09,21.43,64.41 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,5,71.90,65.38,24.75,57.63 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,1,74.51,68.42,21.88,65.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,1,73.86,72.73,25.69,53.33 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,1,74.51,68.42,21.88,65.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,1,70.59,82.61,31.54,31.67 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,2,85.06,74.47,10.28,76.09 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,2,83.77,76.92,13.91,65.22 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,2,85.06,74.47,10.28,76.09 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,2,78.57,76.00,20.93,41.30 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,3,75.82,57.69,14.85,66.67 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,3,77.12,61.90,17.12,57.78 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,3,75.82,57.69,14.85,66.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,3,72.55,52.83,17.00,62.22 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,4,76.62,68.33,18.09,70.69 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,4,76.62,75.00,22.73,56.90 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,4,76.62,68.33,18.09,70.69 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,4,74.68,85.19,27.56,39.66 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,5,76.47,71.15,20.79,63.79 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,5,77.78,74.00,20.39,63.79 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,5,76.47,71.15,20.79,63.79 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,5,70.59,76.00,30.47,32.76 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,1,73.20,56.67,16.13,69.39 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,1,76.47,63.83,17.92,61.22 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,1,73.20,56.67,16.13,69.39 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,1,75.16,76.19,25.00,32.65 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,2,76.62,67.31,18.63,64.81 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,2,77.27,73.17,21.24,55.56 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,2,76.62,67.31,18.63,64.81 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,2,74.03,79.17,26.92,35.19 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,3,75.82,72.73,22.45,64.52 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,3,73.20,70.59,25.49,58.06 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,3,75.82,72.73,22.45,64.52 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,3,67.32,73.08,33.86,30.65 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,4,77.27,66.67,17.48,65.38 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,4,79.87,75.61,18.58,59.62 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,4,77.27,66.67,17.48,65.38 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,4,75.32,81.82,25.76,34.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,5,83.66,77.08,13.33,72.55 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,5,83.01,82.05,16.67,62.75 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,5,83.66,77.08,13.33,72.55 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,5,81.70,89.66,20.16,50.98 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,84.31,77.78,12.96,71.43 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,80.39,71.11,15.74,65.31 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,84.31,77.78,12.96,71.43 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,76.47,76.00,23.44,38.78 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,77.92,72.13,18.28,72.13 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,75.97,73.08,22.55,62.30 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,77.92,72.13,18.28,72.13 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,70.13,74.19,30.89,37.70 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,75.16,60.38,17.00,65.31 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,75.82,65.79,20.87,51.02 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,75.16,60.38,17.00,65.31 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,77.78,94.12,24.26,32.65 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,76.62,68.09,19.63,60.38 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,77.92,70.21,18.69,62.26 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,76.62,68.09,19.63,60.38 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,74.68,85.00,26.87,32.08 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,75.16,66.07,19.59,66.07 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,70.59,58.21,19.77,69.64 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,75.16,66.07,19.59,66.07 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,74.51,79.31,26.61,41.07 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,1,80.39,67.27,12.24,75.51 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,1,78.43,66.00,15.53,67.35 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,1,80.39,67.27,12.24,75.51 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,1,77.78,74.19,21.31,46.94 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,2,74.03,67.24,21.88,65.00 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,2,74.03,67.24,21.88,65.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,2,74.03,67.24,21.88,65.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,2,72.08,81.48,29.92,36.67 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,3,77.12,69.81,19.00,66.07 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,3,75.82,70.21,21.70,58.93 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,3,77.12,69.81,19.00,66.07 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,3,72.55,81.82,29.01,32.14 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,4,82.47,77.78,15.00,73.68 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,4,79.22,79.07,20.72,59.65 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,4,82.47,77.78,15.00,73.68 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,4,72.08,76.92,28.91,35.09 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,5,76.47,59.18,15.38,64.44 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,5,75.82,58.00,15.53,64.44 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,5,76.47,59.18,15.38,64.44 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,5,69.28,48.28,17.89,62.22 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,1,83.66,75.44,11.46,79.63 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,1,77.12,66.67,16.67,70.37 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,1,83.66,75.44,11.46,79.63 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,1,76.47,82.14,24.80,42.59 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,2,72.73,60.42,21.70,55.77 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,2,73.38,61.22,20.95,57.69 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,2,72.73,60.42,21.70,55.77 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,2,72.08,66.67,26.77,34.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,3,77.78,63.46,14.85,68.75 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,3,80.39,67.31,12.87,72.92 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,3,77.78,63.46,14.85,68.75 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,3,75.16,75.00,24.81,31.25 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,4,75.97,66.67,19.42,62.96 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,4,79.87,74.47,17.76,64.81 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,4,75.97,66.67,19.42,62.96 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,4,75.97,90.48,26.32,35.19 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,5,79.08,74.14,17.89,71.67 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,5,73.86,68.52,23.23,61.67 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,5,79.08,74.14,17.89,71.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,5,73.86,88.46,29.13,38.33 /home/donaldb/var/weka/xval.16225 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,86.67,75.86,3.23,95.65 e2i/heart-c,j48,cat,>50_1,243,60,1,1,80.00,67.74,6.90,91.30 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,86.67,75.86,3.23,95.65 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,78.33,70.83,16.67,73.91 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,85.25,85.00,14.63,73.91 e2i/heart-c,j48,cat,>50_1,242,61,1,2,78.69,72.73,17.95,69.57 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,86.89,89.47,14.29,73.91 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,75.41,66.67,18.92,69.57 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,75.00,78.26,27.03,64.29 e2i/heart-c,j48,cat,>50_1,243,60,1,3,71.67,72.00,28.57,64.29 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,75.00,78.26,27.03,64.29 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,73.33,73.08,26.47,67.86 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,81.97,86.21,21.88,78.12 e2i/heart-c,j48,cat,>50_1,242,61,1,4,70.49,73.33,32.26,68.75 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,80.33,85.71,24.24,75.00 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,63.93,64.71,37.04,68.75 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,83.33,86.67,20.00,81.25 e2i/heart-c,j48,cat,>50_1,243,60,1,5,81.67,88.89,24.24,75.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,86.67,87.50,14.29,87.50 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,75.00,79.31,29.03,71.88 e2i/heart-c,bayes,cat,>50_1,243,60,2,1,83.33,74.07,9.09,86.96 e2i/heart-c,j48,cat,>50_1,243,60,2,1,76.67,66.67,15.15,78.26 e2i/heart-c,nbk,cat,>50_1,243,60,2,1,85.00,76.92,8.82,86.96 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e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,3,4,83.61,84.00,16.67,77.78 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,4,72.13,66.67,22.58,74.07 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,91.67,100.00,12.82,80.77 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,73.33,67.86,21.88,73.08 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,91.67,100.00,12.82,80.77 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,78.33,72.41,16.13,80.77 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,83.33,81.25,11.11,89.66 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,76.67,74.19,20.69,79.31 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,83.33,81.25,11.11,89.66 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,65.00,62.50,32.14,68.97 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,80.33,88.46,25.71,71.88 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,73.77,78.57,30.30,68.75 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,80.33,88.46,25.71,71.88 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,62.30,63.64,39.29,65.62 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,83.33,84.00,17.14,77.78 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,75.00,71.43,21.88,74.07 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,83.33,84.00,17.14,77.78 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,70.00,68.00,28.57,62.96 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,80.33,72.00,13.89,78.26 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,77.05,69.57,18.42,69.57 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,80.33,72.00,13.89,78.26 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,65.57,53.85,25.71,60.87 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,90.00,95.65,13.51,81.48 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,81.67,90.00,22.50,66.67 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,90.00,95.65,13.51,81.48 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,81.67,80.77,17.65,77.78 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,83.33,77.78,12.12,84.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,81.67,79.17,16.67,76.00 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,83.33,77.78,12.12,84.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,71.67,64.29,21.88,72.00 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,85.25,78.26,10.53,81.82 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,80.33,70.83,13.51,77.27 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,85.25,78.26,10.53,81.82 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,80.33,69.23,11.43,81.82 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,85.00,88.00,14.71,81.48 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,80.00,77.78,18.18,77.78 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,85.00,88.00,14.71,81.48 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,66.67,65.22,32.43,55.56 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,81.97,92.31,25.71,72.73 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,77.05,91.30,31.58,63.64 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,81.97,92.31,25.71,72.73 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,72.13,76.67,32.26,69.70 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,85.00,89.29,18.75,80.65 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,75.00,75.00,25.00,77.42 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,85.00,89.29,18.75,80.65 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,75.00,76.67,26.67,74.19 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,236,58,1,1,84.48,78.95,12.82,75.00 e2i/heart-h,j48,cat,>50_1,236,58,1,1,74.14,66.67,23.26,50.00 e2i/heart-h,nbk,cat,>50_1,236,58,1,1,82.76,85.71,18.18,60.00 e2i/heart-h,oneR,cat,>50_1,236,58,1,1,74.14,66.67,23.26,50.00 e2i/heart-h,bayes,cat,>50_1,235,59,1,2,86.44,84.21,12.50,76.19 e2i/heart-h,j48,cat,>50_1,235,59,1,2,79.66,84.62,21.74,52.38 e2i/heart-h,nbk,cat,>50_1,235,59,1,2,88.14,85.00,10.26,80.95 e2i/heart-h,oneR,cat,>50_1,235,59,1,2,83.05,82.35,16.67,66.67 e2i/heart-h,bayes,cat,>50_1,235,59,1,3,88.14,87.50,11.63,73.68 e2i/heart-h,j48,cat,>50_1,235,59,1,3,88.14,87.50,11.63,73.68 e2i/heart-h,nbk,cat,>50_1,235,59,1,3,91.53,100.00,11.11,73.68 e2i/heart-h,oneR,cat,>50_1,235,59,1,3,83.05,80.00,15.91,63.16 e2i/heart-h,bayes,cat,>50_1,235,59,1,4,76.27,73.91,22.22,68.00 e2i/heart-h,j48,cat,>50_1,235,59,1,4,71.19,68.18,27.03,60.00 e2i/heart-h,nbk,cat,>50_1,235,59,1,4,76.27,76.19,23.68,64.00 e2i/heart-h,oneR,cat,>50_1,235,59,1,4,77.97,77.27,21.62,68.00 e2i/heart-h,bayes,cat,>50_1,236,58,1,5,86.21,76.00,6.06,90.48 e2i/heart-h,j48,cat,>50_1,236,58,1,5,82.76,72.00,9.09,85.71 e2i/heart-h,nbk,cat,>50_1,236,58,1,5,87.93,76.92,3.12,95.24 e2i/heart-h,oneR,cat,>50_1,236,58,1,5,81.03,75.00,15.79,71.43 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,84.48,76.47,12.20,72.22 e2i/heart-h,j48,cat,>50_1,236,58,2,1,79.31,66.67,15.00,66.67 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,82.76,75.00,14.29,66.67 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,82.76,75.00,14.29,66.67 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,83.05,75.00,12.82,75.00 e2i/heart-h,j48,cat,>50_1,235,59,2,2,83.05,75.00,12.82,75.00 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,84.75,78.95,12.50,75.00 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,83.05,81.25,16.28,65.00 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,84.75,81.82,13.51,78.26 e2i/heart-h,j48,cat,>50_1,235,59,2,3,77.97,85.71,24.44,52.17 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,88.14,90.00,12.82,78.26 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,81.36,80.00,17.95,69.57 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,93.22,90.48,5.26,90.48 e2i/heart-h,j48,cat,>50_1,235,59,2,4,83.05,78.95,15.00,71.43 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,93.22,94.74,7.50,85.71 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,88.14,88.89,12.20,76.19 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,75.86,72.73,22.22,66.67 e2i/heart-h,j48,cat,>50_1,236,58,2,5,72.41,75.00,28.57,50.00 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,79.31,77.27,19.44,70.83 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,74.14,71.43,24.32,62.50 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,77.59,66.67,17.50,63.16 e2i/heart-h,j48,cat,>50_1,236,58,3,1,82.76,76.47,14.63,68.42 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,82.76,76.47,14.63,68.42 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,79.31,70.59,17.07,63.16 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,83.05,82.14,16.13,82.14 e2i/heart-h,j48,cat,>50_1,235,59,3,2,79.66,78.57,19.35,78.57 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,86.44,85.71,12.90,85.71 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,81.36,86.96,22.22,71.43 e2i/heart-h,bayes,cat,>50_1,235,59,3,3,88.14,87.50,11.43,84.00 e2i/heart-h,j48,cat,>50_1,235,59,3,3,81.36,81.82,18.92,72.00 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,86.44,86.96,13.89,80.00 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,81.36,85.00,20.51,68.00 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,88.14,83.33,9.76,78.95 e2i/heart-h,j48,cat,>50_1,235,59,3,4,76.27,69.23,21.74,47.37 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,83.05,84.62,17.39,57.89 e2i/heart-h,oneR,cat,>50_1,235,59,3,4,84.75,81.25,13.95,68.42 e2i/heart-h,bayes,cat,>50_1,236,58,3,5,81.03,64.29,13.64,60.00 e2i/heart-h,j48,cat,>50_1,236,58,3,5,77.59,56.25,14.29,60.00 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,82.76,69.23,13.33,60.00 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,82.76,66.67,11.63,66.67 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,87.93,87.50,11.76,84.00 e2i/heart-h,j48,cat,>50_1,236,58,4,1,89.66,91.30,11.43,84.00 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,91.38,95.45,11.11,84.00 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,87.93,90.91,13.89,80.00 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,74.58,61.90,18.42,65.00 e2i/heart-h,j48,cat,>50_1,235,59,4,2,66.10,50.00,26.83,45.00 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,77.97,70.59,19.05,60.00 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,74.58,66.67,22.73,50.00 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,89.83,87.50,8.57,87.50 e2i/heart-h,j48,cat,>50_1,235,59,4,3,76.27,81.25,25.58,54.17 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,83.05,88.89,19.51,66.67 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,79.66,80.00,20.51,66.67 e2i/heart-h,bayes,cat,>50_1,235,59,4,4,88.14,86.67,11.36,72.22 e2i/heart-h,j48,cat,>50_1,235,59,4,4,83.05,78.57,15.56,61.11 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e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,5,5,86.21,81.25,11.90,72.22 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,5,86.21,81.25,11.90,72.22 /home/donaldb/var/weka/xval.26581 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,87.14,93.94,18.92,81.58 e2i/ionosphere,j48,cat,g,281,70,1,1,84.29,84.62,16.13,86.84 e2i/ionosphere,nbk,cat,g,281,70,1,1,94.29,94.74,6.25,94.74 e2i/ionosphere,oneR,cat,g,281,70,1,1,84.29,82.93,13.79,89.47 e2i/ionosphere,bayes,cat,g,281,70,1,2,80.00,86.84,28.12,78.57 e2i/ionosphere,j48,cat,g,281,70,1,2,88.57,85.42,4.55,97.62 e2i/ionosphere,nbk,cat,g,281,70,1,2,88.57,88.64,11.54,92.86 e2i/ionosphere,oneR,cat,g,281,70,1,2,72.86,68.85,0.00,100.00 e2i/ionosphere,bayes,cat,g,281,70,1,3,84.29,95.45,34.62,82.35 e2i/ionosphere,j48,cat,g,281,70,1,3,91.43,94.12,15.79,94.12 e2i/ionosphere,nbk,cat,g,281,70,1,3,97.14,98.04,5.26,98.04 e2i/ionosphere,oneR,cat,g,281,70,1,3,87.14,92.00,25.00,90.20 e2i/ionosphere,bayes,cat,g,281,70,1,4,82.86,97.37,34.38,77.08 e2i/ionosphere,j48,cat,g,281,70,1,4,95.71,97.87,8.70,95.83 e2i/ionosphere,nbk,cat,g,281,70,1,4,91.43,100.00,21.43,87.50 e2i/ionosphere,oneR,cat,g,281,70,1,4,84.29,91.11,28.00,85.42 e2i/ionosphere,bayes,cat,g,281,70,1,5,77.14,83.72,33.33,80.00 e2i/ionosphere,j48,cat,g,281,70,1,5,87.14,84.62,5.56,97.78 e2i/ionosphere,nbk,cat,g,281,70,1,5,90.00,89.58,9.09,95.56 e2i/ionosphere,oneR,cat,g,281,70,1,5,78.57,81.25,27.27,86.67 e2i/ionosphere,bayes,cat,g,281,70,2,1,87.14,90.70,18.52,88.64 e2i/ionosphere,j48,cat,g,281,70,2,1,88.57,90.91,15.38,90.91 e2i/ionosphere,nbk,cat,g,281,70,2,1,87.14,90.70,18.52,88.64 e2i/ionosphere,oneR,cat,g,281,70,2,1,87.14,87.23,13.04,93.18 e2i/ionosphere,bayes,cat,g,281,70,2,2,88.57,90.48,14.29,90.48 e2i/ionosphere,j48,cat,g,281,70,2,2,85.71,84.78,12.50,92.86 e2i/ionosphere,nbk,cat,g,281,70,2,2,91.43,90.91,7.69,95.24 e2i/ionosphere,oneR,cat,g,281,70,2,2,82.86,81.25,13.64,92.86 e2i/ionosphere,bayes,cat,g,281,70,2,3,82.86,91.18,25.00,77.50 e2i/ionosphere,j48,cat,g,281,70,2,3,91.43,88.64,3.85,97.50 e2i/ionosphere,nbk,cat,g,281,70,2,3,94.29,95.00,6.67,95.00 e2i/ionosphere,oneR,cat,g,281,70,2,3,71.43,72.73,30.77,80.00 e2i/ionosphere,bayes,cat,g,281,70,2,4,71.43,91.18,47.22,64.58 e2i/ionosphere,j48,cat,g,281,70,2,4,91.43,90.38,5.56,97.92 e2i/ionosphere,nbk,cat,g,281,70,2,4,90.00,95.56,20.00,89.58 e2i/ionosphere,oneR,cat,g,281,70,2,4,82.86,86.00,25.00,89.58 e2i/ionosphere,bayes,cat,g,281,70,2,5,81.43,93.02,37.04,80.00 e2i/ionosphere,j48,cat,g,281,70,2,5,88.57,90.38,16.67,94.00 e2i/ionosphere,nbk,cat,g,281,70,2,5,91.43,97.83,20.83,90.00 e2i/ionosphere,oneR,cat,g,281,70,2,5,80.00,87.50,36.36,84.00 e2i/ionosphere,bayes,cat,g,281,70,3,1,77.14,88.10,39.29,77.08 e2i/ionosphere,j48,cat,g,281,70,3,1,88.57,90.00,15.00,93.75 e2i/ionosphere,nbk,cat,g,281,70,3,1,87.14,89.80,19.05,91.67 e2i/ionosphere,oneR,cat,g,281,70,3,1,81.43,84.31,26.32,89.58 e2i/ionosphere,bayes,cat,g,281,70,3,2,81.43,85.71,25.00,83.72 e2i/ionosphere,j48,cat,g,281,70,3,2,81.43,82.61,20.83,88.37 e2i/ionosphere,nbk,cat,g,281,70,3,2,87.14,90.48,17.86,88.37 e2i/ionosphere,oneR,cat,g,281,70,3,2,75.71,76.00,25.00,88.37 e2i/ionosphere,bayes,cat,g,281,70,3,3,84.29,95.00,30.00,80.85 e2i/ionosphere,j48,cat,g,281,70,3,3,90.00,91.67,13.64,93.62 e2i/ionosphere,nbk,cat,g,281,70,3,3,98.57,97.92,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,3,3,78.57,84.78,33.33,82.98 e2i/ionosphere,bayes,cat,g,281,70,3,4,87.14,94.12,19.44,82.05 e2i/ionosphere,j48,cat,g,281,70,3,4,90.00,92.11,12.50,89.74 e2i/ionosphere,nbk,cat,g,281,70,3,4,92.86,94.74,9.38,92.31 e2i/ionosphere,oneR,cat,g,281,70,3,4,87.14,82.61,4.17,97.44 e2i/ionosphere,bayes,cat,g,281,70,3,5,82.86,95.00,33.33,79.17 e2i/ionosphere,j48,cat,g,281,70,3,5,92.86,95.74,13.04,93.75 e2i/ionosphere,nbk,cat,g,281,70,3,5,95.71,97.87,8.70,95.83 e2i/ionosphere,oneR,cat,g,281,70,3,5,84.29,86.27,21.05,91.67 e2i/ionosphere,bayes,cat,g,281,70,4,1,84.29,90.24,24.14,84.09 e2i/ionosphere,j48,cat,g,281,70,4,1,84.29,82.35,10.53,95.45 e2i/ionosphere,nbk,cat,g,281,70,4,1,91.43,93.18,11.54,93.18 e2i/ionosphere,oneR,cat,g,281,70,4,1,77.14,80.43,29.17,84.09 e2i/ionosphere,bayes,cat,g,281,70,4,2,85.71,90.70,22.22,86.67 e2i/ionosphere,j48,cat,g,281,70,4,2,88.57,89.36,13.04,93.33 e2i/ionosphere,nbk,cat,g,281,70,4,2,91.43,93.33,12.00,93.33 e2i/ionosphere,oneR,cat,g,281,70,4,2,87.14,83.33,0.00,100.00 e2i/ionosphere,bayes,cat,g,281,70,4,3,87.14,94.87,22.58,84.09 e2i/ionosphere,j48,cat,g,281,70,4,3,95.71,97.67,7.41,95.45 e2i/ionosphere,nbk,cat,g,281,70,4,3,91.43,93.18,11.54,93.18 e2i/ionosphere,oneR,cat,g,281,70,4,3,82.86,83.33,18.18,90.91 e2i/ionosphere,bayes,cat,g,281,70,4,4,81.43,87.18,25.81,80.95 e2i/ionosphere,j48,cat,g,281,70,4,4,87.14,86.67,12.00,92.86 e2i/ionosphere,nbk,cat,g,281,70,4,4,91.43,90.91,7.69,95.24 e2i/ionosphere,oneR,cat,g,281,70,4,4,82.86,82.61,16.67,90.48 e2i/ionosphere,bayes,cat,g,281,70,4,5,77.14,94.74,43.75,72.00 e2i/ionosphere,j48,cat,g,281,70,4,5,95.71,96.08,5.26,98.00 e2i/ionosphere,nbk,cat,g,281,70,4,5,92.86,97.87,17.39,92.00 e2i/ionosphere,oneR,cat,g,281,70,4,5,91.43,92.31,11.11,96.00 e2i/ionosphere,bayes,cat,g,281,70,5,1,82.86,97.22,32.35,76.09 e2i/ionosphere,j48,cat,g,281,70,5,1,91.43,97.62,17.86,89.13 e2i/ionosphere,nbk,cat,g,281,70,5,1,95.71,100.00,11.11,93.48 e2i/ionosphere,oneR,cat,g,281,70,5,1,88.57,93.18,19.23,89.13 e2i/ionosphere,bayes,cat,g,281,70,5,2,82.86,95.00,33.33,79.17 e2i/ionosphere,j48,cat,g,281,70,5,2,91.43,97.73,19.23,89.58 e2i/ionosphere,nbk,cat,g,281,70,5,2,90.00,93.62,17.39,91.67 e2i/ionosphere,oneR,cat,g,281,70,5,2,78.57,83.67,33.33,85.42 e2i/ionosphere,bayes,cat,g,281,70,5,3,87.14,89.36,17.39,91.30 e2i/ionosphere,j48,cat,g,281,70,5,3,87.14,84.91,5.88,97.83 e2i/ionosphere,nbk,cat,g,281,70,5,3,92.86,91.84,4.76,97.83 e2i/ionosphere,oneR,cat,g,281,70,5,3,80.00,82.00,25.00,89.13 e2i/ionosphere,bayes,cat,g,281,70,5,4,84.29,92.68,27.59,82.61 e2i/ionosphere,j48,cat,g,281,70,5,4,94.29,93.75,4.55,97.83 e2i/ionosphere,nbk,cat,g,281,70,5,4,91.43,95.45,15.38,91.30 e2i/ionosphere,oneR,cat,g,281,70,5,4,77.14,84.09,34.62,80.43 e2i/ionosphere,bayes,cat,g,281,70,5,5,80.00,83.33,23.53,78.95 e2i/ionosphere,j48,cat,g,281,70,5,5,85.71,80.43,4.17,97.37 e2i/ionosphere,nbk,cat,g,281,70,5,5,91.43,88.10,3.57,97.37 e2i/ionosphere,oneR,cat,g,281,70,5,5,80.00,76.09,12.50,92.11 e2i/ionosphere,bayes,disctree,g,281,70,1,1,95.71,97.56,6.90,95.24 e2i/ionosphere,j48,disctree,g,281,70,1,1,97.14,95.45,0.00,100.00 e2i/ionosphere,nbk,disctree,g,281,70,1,1,95.71,97.56,6.90,95.24 e2i/ionosphere,oneR,disctree,g,281,70,1,1,88.57,85.42,4.55,97.62 e2i/ionosphere,bayes,disctree,g,281,70,1,2,84.29,81.13,5.88,97.73 e2i/ionosphere,j48,disctree,g,281,70,1,2,85.71,81.48,0.00,100.00 e2i/ionosphere,nbk,disctree,g,281,70,1,2,84.29,81.13,5.88,97.73 e2i/ionosphere,oneR,disctree,g,281,70,1,2,81.43,80.39,15.79,93.18 e2i/ionosphere,bayes,disctree,g,281,70,1,3,92.86,92.00,5.00,97.87 e2i/ionosphere,j48,disctree,g,281,70,1,3,87.14,89.58,18.18,91.49 e2i/ionosphere,nbk,disctree,g,281,70,1,3,92.86,92.00,5.00,97.87 e2i/ionosphere,oneR,disctree,g,281,70,1,3,75.71,85.71,39.29,76.60 e2i/ionosphere,bayes,disctree,g,281,70,1,4,92.86,95.74,13.04,93.75 e2i/ionosphere,j48,disctree,g,281,70,1,4,88.57,97.62,25.00,85.42 e2i/ionosphere,nbk,disctree,g,281,70,1,4,92.86,95.74,13.04,93.75 e2i/ionosphere,oneR,disctree,g,281,70,1,4,84.29,91.11,28.00,85.42 e2i/ionosphere,bayes,disctree,g,281,70,1,5,82.86,82.00,15.00,93.18 e2i/ionosphere,j48,disctree,g,281,70,1,5,90.00,86.27,0.00,100.00 e2i/ionosphere,nbk,disctree,g,281,70,1,5,82.86,82.00,15.00,93.18 e2i/ionosphere,oneR,disctree,g,281,70,1,5,84.29,85.11,17.39,90.91 e2i/ionosphere,bayes,disctree,g,280,70,2,1,88.57,91.49,17.39,91.49 e2i/ionosphere,j48,disctree,g,280,70,2,1,91.43,90.20,5.26,97.87 e2i/ionosphere,nbk,disctree,g,280,70,2,1,88.57,91.49,17.39,91.49 e2i/ionosphere,oneR,disctree,g,280,70,2,1,80.00,92.31,35.48,76.60 e2i/ionosphere,bayes,disctree,g,280,70,2,2,91.43,89.13,4.17,97.62 e2i/ionosphere,j48,disctree,g,280,70,2,2,85.71,86.36,15.38,90.48 e2i/ionosphere,nbk,disctree,g,280,70,2,2,91.43,89.13,4.17,97.62 e2i/ionosphere,oneR,disctree,g,280,70,2,2,74.29,83.33,35.29,71.43 e2i/ionosphere,bayes,disctree,g,280,70,2,3,90.00,89.13,8.33,95.35 e2i/ionosphere,j48,disctree,g,280,70,2,3,90.00,86.00,0.00,100.00 e2i/ionosphere,nbk,disctree,g,280,70,2,3,90.00,89.13,8.33,95.35 e2i/ionosphere,oneR,disctree,g,280,70,2,3,82.86,81.63,14.29,93.02 e2i/ionosphere,bayes,disctree,g,280,70,2,4,87.14,86.00,10.00,95.56 e2i/ionosphere,j48,disctree,g,280,70,2,4,88.57,89.36,13.04,93.33 e2i/ionosphere,nbk,disctree,g,280,70,2,4,87.14,86.00,10.00,95.56 e2i/ionosphere,oneR,disctree,g,280,70,2,4,87.14,87.50,13.64,93.33 e2i/ionosphere,bayes,disctree,g,280,70,2,5,90.00,90.20,10.53,95.83 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e2i/ionosphere,bayes,fayyadIrani,g,280,70,1,3,92.86,93.62,8.70,95.65 e2i/ionosphere,j48,fayyadIrani,g,280,70,1,3,94.29,93.75,4.55,97.83 e2i/ionosphere,nbk,fayyadIrani,g,280,70,1,3,92.86,93.62,8.70,95.65 e2i/ionosphere,oneR,fayyadIrani,g,280,70,1,3,91.43,88.46,0.00,100.00 e2i/ionosphere,bayes,fayyadIrani,g,280,70,1,4,88.57,87.76,9.52,95.56 e2i/ionosphere,j48,fayyadIrani,g,280,70,1,4,91.43,89.80,4.76,97.78 e2i/ionosphere,nbk,fayyadIrani,g,280,70,1,4,88.57,87.76,9.52,95.56 e2i/ionosphere,oneR,fayyadIrani,g,280,70,1,4,85.71,87.23,17.39,91.11 e2i/ionosphere,bayes,fayyadIrani,g,280,70,1,5,90.00,90.91,11.54,93.02 e2i/ionosphere,j48,fayyadIrani,g,280,70,1,5,84.29,83.33,13.64,93.02 e2i/ionosphere,nbk,fayyadIrani,g,280,70,1,5,90.00,90.91,11.54,93.02 e2i/ionosphere,oneR,fayyadIrani,g,280,70,1,5,84.29,83.33,13.64,93.02 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,1,88.57,86.84,9.38,91.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,1,87.14,84.62,9.68,91.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,1,88.57,86.84,9.38,91.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,1,88.57,85.00,6.67,94.44 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,2,90.00,94.12,21.05,92.31 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,2,92.86,96.08,15.79,94.23 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,2,90.00,94.12,21.05,92.31 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,2,88.57,94.00,25.00,90.38 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,3,90.00,91.84,14.29,93.75 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,3,94.29,95.83,9.09,95.83 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,3,90.00,91.84,14.29,93.75 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,3,85.71,85.19,12.50,95.83 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,4,88.57,86.54,5.56,97.83 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,4,85.71,84.62,11.11,95.65 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,4,88.57,86.54,5.56,97.83 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,4,82.86,82.69,16.67,93.48 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,5,95.71,95.45,3.85,97.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,5,92.86,91.30,4.17,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,5,95.71,95.45,3.85,97.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,5,88.57,87.23,8.70,95.35 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,1,90.00,86.27,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,1,85.71,85.42,13.64,93.18 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,1,90.00,86.27,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,1,82.86,84.78,20.83,88.64 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,2,92.86,91.49,4.35,97.73 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,2,88.57,87.50,9.09,95.45 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,2,92.86,91.49,4.35,97.73 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,2,88.57,86.00,5.00,97.73 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,3,82.86,89.74,25.81,81.40 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,3,88.57,90.70,14.81,90.70 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,3,82.86,89.74,25.81,81.40 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,3,88.57,88.89,12.00,93.02 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,4,91.43,93.48,12.50,93.48 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,4,91.43,91.67,9.09,95.65 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,4,91.43,93.48,12.50,93.48 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,4,88.57,89.58,13.64,93.48 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,5,92.86,92.00,5.00,97.87 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,5,91.43,88.68,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,5,92.86,92.00,5.00,97.87 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,5,90.00,90.00,10.00,95.74 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,1,87.14,90.38,22.22,92.16 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,1,92.86,94.23,11.11,96.08 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,1,87.14,90.38,22.22,92.16 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,1,90.00,90.74,12.50,96.08 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,2,92.86,92.86,7.14,95.12 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,2,90.00,90.48,10.71,92.68 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,2,92.86,92.86,7.14,95.12 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,2,88.57,88.37,11.11,92.68 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,3,91.43,92.31,11.11,96.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,3,85.71,85.71,14.29,96.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,3,91.43,92.31,11.11,96.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,3,90.00,92.16,15.79,94.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,4,91.43,90.24,6.90,94.87 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,4,87.14,84.09,7.69,94.87 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,4,91.43,90.24,6.90,94.87 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,4,88.57,86.05,7.41,94.87 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,5,88.57,87.23,8.70,95.35 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,5,82.86,82.98,17.39,90.70 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,5,88.57,87.23,8.70,95.35 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,5,81.43,81.25,18.18,90.70 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,88.57,86.21,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,88.57,87.50,7.14,98.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,88.57,86.21,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,87.14,88.68,17.65,94.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,88.57,88.10,10.71,92.50 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,87.14,86.05,11.11,92.50 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,88.57,88.10,10.71,92.50 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,77.14,74.00,15.00,92.50 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,97.14,100.00,7.41,95.56 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,92.86,97.62,14.29,91.11 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,97.14,100.00,7.41,95.56 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,92.86,93.48,8.33,95.56 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,90.00,95.45,19.23,89.36 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,91.43,95.56,16.00,91.49 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,90.00,95.45,19.23,89.36 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,84.29,90.91,26.92,85.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,90.00,87.23,4.35,97.62 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,90.00,87.23,4.35,97.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,90.00,87.23,4.35,97.62 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,87.14,85.11,8.70,95.24 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,Iris-versicolor,407,101,1,1,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,407,101,1,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,407,101,1,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,407,101,1,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,533,132,1,2,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,533,132,1,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,533,132,1,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,533,132,1,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,658,164,1,3,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,658,164,1,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,658,164,1,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,658,164,1,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,784,195,1,4,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,784,195,1,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,784,195,1,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,784,195,1,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,910,226,1,5,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,910,226,1,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,910,226,1,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,910,226,1,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,1036,257,2,1,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,1036,257,2,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,1036,257,2,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,1036,257,2,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,1162,288,2,2,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,1162,288,2,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,1162,288,2,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,1162,288,2,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,1287,320,2,3,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,1287,320,2,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,1287,320,2,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,1287,320,2,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,1413,351,2,4,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,1413,351,2,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,1413,351,2,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,1413,351,2,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,1539,382,2,5,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,1539,382,2,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,1539,382,2,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,1539,382,2,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,1665,413,3,1,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,1665,413,3,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,1665,413,3,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,1665,413,3,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,1791,444,3,2,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,1791,444,3,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,1791,444,3,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,1791,444,3,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,1916,476,3,3,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,1916,476,3,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,1916,476,3,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,1916,476,3,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,2042,507,3,4,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,2042,507,3,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,2042,507,3,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,2042,507,3,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,2168,538,3,5,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,2168,538,3,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,2168,538,3,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,2168,538,3,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,2294,569,4,1,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,2294,569,4,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,2294,569,4,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,2294,569,4,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,2420,600,4,2,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,2420,600,4,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,2420,600,4,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,2420,600,4,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,2545,632,4,3,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,2545,632,4,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,2545,632,4,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,2545,632,4,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,2671,663,4,4,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,2671,663,4,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,2671,663,4,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,2671,663,4,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,2797,694,4,5,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,2797,694,4,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,2797,694,4,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,2797,694,4,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,2923,725,5,1,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,2923,725,5,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,2923,725,5,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,2923,725,5,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,3049,756,5,2,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,3049,756,5,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,3049,756,5,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,3049,756,5,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,3174,788,5,3,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,3174,788,5,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,3174,788,5,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,3174,788,5,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,3300,819,5,4,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,3300,819,5,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,3300,819,5,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,3300,819,5,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,cat,Iris-versicolor,3426,850,5,5,0.00,0.00,0.00,0.00 e2i/iris,j48,cat,Iris-versicolor,3426,850,5,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,cat,Iris-versicolor,3426,850,5,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,cat,Iris-versicolor,3426,850,5,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,1,1,96.55,92.31,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,1,1,96.55,92.31,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,1,1,96.55,92.31,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,1,1,96.55,92.31,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,3,96.67,90.91,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,3,96.67,90.91,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,4,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,2,93.33,90.91,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,2,93.33,90.91,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,3,93.33,91.67,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,3,96.67,92.31,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,3,93.33,91.67,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,3,96.67,92.31,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,4,96.67,87.50,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,4,96.67,87.50,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,5,86.67,87.50,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,5,90.00,88.89,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,5,86.67,87.50,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,5,90.00,88.89,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,4,1,86.21,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,4,1,86.21,92.86,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,4,1,86.21,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,4,1,86.21,92.86,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,3,93.33,91.67,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,3,93.33,91.67,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,3,93.33,90.91,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,3,93.33,90.91,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,4,86.67,87.50,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,4,86.67,87.50,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,4,86.67,87.50,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,4,86.67,87.50,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,246,61,1,1,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,246,61,1,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,246,61,1,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,246,61,1,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,372,92,1,2,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,372,92,1,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,372,92,1,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,372,92,1,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,497,124,1,3,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,497,124,1,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,497,124,1,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,497,124,1,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,623,155,1,4,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,623,155,1,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,623,155,1,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,623,155,1,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,749,186,1,5,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,749,186,1,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,749,186,1,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,749,186,1,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,875,217,2,1,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,875,217,2,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,875,217,2,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,875,217,2,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,1001,248,2,2,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,1001,248,2,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,1001,248,2,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,1001,248,2,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,1126,280,2,3,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,1126,280,2,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,1126,280,2,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,1126,280,2,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,1252,311,2,4,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,1252,311,2,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,1252,311,2,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,1252,311,2,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,1378,342,2,5,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,1378,342,2,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,1378,342,2,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,1378,342,2,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,1504,373,3,1,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,1504,373,3,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,1504,373,3,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,1504,373,3,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,1630,404,3,2,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,1630,404,3,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,1630,404,3,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,1630,404,3,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,1755,436,3,3,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,1755,436,3,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,1755,436,3,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,1755,436,3,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,1881,467,3,4,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,1881,467,3,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,1881,467,3,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,1881,467,3,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,2007,498,3,5,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,2007,498,3,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,2007,498,3,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,2007,498,3,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,2133,529,4,1,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,2133,529,4,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,2133,529,4,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,2133,529,4,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,2259,560,4,2,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,2259,560,4,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,2259,560,4,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,2259,560,4,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,2384,592,4,3,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,2384,592,4,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,2384,592,4,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,2384,592,4,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,2510,623,4,4,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,2510,623,4,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,2510,623,4,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,2510,623,4,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,2636,654,4,5,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,2636,654,4,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,2636,654,4,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,2636,654,4,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,2762,685,5,1,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,2762,685,5,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,2762,685,5,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,2762,685,5,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,2888,716,5,2,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,2888,716,5,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,2888,716,5,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,2888,716,5,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,3013,748,5,3,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,3013,748,5,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,3013,748,5,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,3013,748,5,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,3139,779,5,4,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,3139,779,5,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,3139,779,5,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,3139,779,5,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,tbin,Iris-versicolor,3265,810,5,5,0.00,0.00,0.00,0.00 e2i/iris,j48,tbin,Iris-versicolor,3265,810,5,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,tbin,Iris-versicolor,3265,810,5,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,tbin,Iris-versicolor,3265,810,5,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,3,86.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,3,86.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 /home/donaldb/var/weka/xval.4500 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,1,88.42,88.58,11.71,86.20 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,1,99.22,99.32,0.87,98.99 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,1,88.42,88.58,11.71,86.20 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,1,66.67,72.83,35.82,45.12 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,2,88.26,88.18,11.66,86.71 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,2,99.84,99.67,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,2,88.26,88.18,11.66,86.71 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,2,66.82,68.62,34.25,54.49 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,3,86.85,86.56,12.87,85.99 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,3,99.22,99.35,0.90,99.02 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,3,86.85,86.56,12.87,85.99 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,3,68.23,72.03,34.00,55.37 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,4,86.07,85.21,13.11,86.04 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,4,98.90,98.39,0.61,99.35 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,4,86.07,85.21,13.11,86.04 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,4,69.95,79.90,34.38,50.32 j2p/kr-vs-kp,bayes,cat,nowin,2556,636,1,5,88.68,91.41,13.62,84.98 j2p/kr-vs-kp,j48,cat,nowin,2556,636,1,5,99.84,100.00,0.31,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2556,636,1,5,88.68,91.41,13.62,84.98 j2p/kr-vs-kp,oneR,cat,nowin,2556,636,1,5,66.35,74.87,37.53,47.60 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,2,1,87.01,86.10,12.21,85.81 j2p/kr-vs-kp,j48,cat,nowin,2551,639,2,1,98.90,98.65,0.88,98.99 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,2,1,87.01,86.10,12.21,85.81 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,2,1,66.82,68.58,34.14,52.36 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,2,2,88.26,87.22,10.74,88.64 j2p/kr-vs-kp,j48,cat,nowin,2551,639,2,2,99.37,98.72,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,2,2,88.26,87.22,10.74,88.64 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,2,2,69.17,77.07,34.56,51.30 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,2,3,87.32,90.32,15.50,84.59 j2p/kr-vs-kp,j48,cat,nowin,2551,639,2,3,99.53,100.00,0.96,99.09 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,2,3,87.32,90.32,15.50,84.59 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,2,3,64.79,76.24,40.50,46.53 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,2,4,86.54,83.44,10.68,87.50 j2p/kr-vs-kp,j48,cat,nowin,2551,639,2,4,99.37,99.31,0.57,99.31 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,2,4,86.54,83.44,10.68,87.50 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,2,4,69.80,75.96,32.68,48.26 j2p/kr-vs-kp,bayes,cat,nowin,2556,634,2,5,88.01,92.22,15.11,81.91 j2p/kr-vs-kp,j48,cat,nowin,2556,634,2,5,99.68,99.67,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2556,634,2,5,88.01,92.22,15.11,81.91 j2p/kr-vs-kp,oneR,cat,nowin,2556,634,2,5,65.62,67.48,35.57,54.61 j2p/kr-vs-kp,bayes,cat,nowin,2546,639,3,1,92.49,92.69,7.69,91.48 j2p/kr-vs-kp,j48,cat,nowin,2546,639,3,1,99.53,99.67,0.60,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2546,639,3,1,92.49,92.69,7.69,91.48 j2p/kr-vs-kp,oneR,cat,nowin,2546,639,3,1,68.39,74.41,34.58,51.48 j2p/kr-vs-kp,bayes,cat,nowin,2546,639,3,2,85.76,87.59,15.62,80.81 j2p/kr-vs-kp,j48,cat,nowin,2546,639,3,2,99.84,100.00,0.29,99.66 j2p/kr-vs-kp,nbk,cat,nowin,2546,639,3,2,85.76,87.59,15.62,80.81 j2p/kr-vs-kp,oneR,cat,nowin,2546,639,3,2,65.88,67.56,35.02,51.18 j2p/kr-vs-kp,bayes,cat,nowin,2546,639,3,3,88.11,86.05,10.14,87.85 j2p/kr-vs-kp,j48,cat,nowin,2546,639,3,3,98.90,98.62,0.86,98.96 j2p/kr-vs-kp,nbk,cat,nowin,2546,639,3,3,88.11,86.05,10.14,87.85 j2p/kr-vs-kp,oneR,cat,nowin,2546,639,3,3,67.92,72.93,34.06,45.83 j2p/kr-vs-kp,bayes,cat,nowin,2546,639,3,4,86.70,89.84,16.17,83.54 j2p/kr-vs-kp,j48,cat,nowin,2546,639,3,4,99.06,99.39,1.28,98.78 j2p/kr-vs-kp,nbk,cat,nowin,2546,639,3,4,86.70,89.84,16.17,83.54 j2p/kr-vs-kp,oneR,cat,nowin,2546,639,3,4,68.08,80.10,37.64,50.30 j2p/kr-vs-kp,bayes,cat,nowin,2556,629,3,5,85.69,86.00,14.59,84.31 j2p/kr-vs-kp,j48,cat,nowin,2556,629,3,5,99.36,99.03,0.31,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2556,629,3,5,85.69,86.00,14.59,84.31 j2p/kr-vs-kp,oneR,cat,nowin,2556,629,3,5,68.20,79.44,36.30,46.73 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,1,86.54,88.78,15.36,83.12 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,1,98.90,99.36,1.52,98.41 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,1,86.54,88.78,15.36,83.12 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,1,65.41,77.19,38.89,42.04 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,2,85.92,84.62,13.03,84.03 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,2,99.69,99.65,0.28,99.65 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,2,85.92,84.62,13.03,84.03 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,2,69.01,73.68,32.96,48.61 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,3,88.73,90.75,12.97,85.48 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,3,99.69,99.36,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,3,88.73,90.75,12.97,85.48 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,3,67.29,74.88,36.24,49.03 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,4,90.45,91.67,10.70,89.10 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,4,99.22,99.38,0.94,99.07 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,4,90.45,91.67,10.70,89.10 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,4,67.76,71.86,35.11,58.88 j2p/kr-vs-kp,bayes,cat,nowin,2556,635,4,5,87.72,85.43,10.21,88.36 j2p/kr-vs-kp,j48,cat,nowin,2556,635,4,5,99.69,99.32,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2556,635,4,5,87.72,85.43,10.21,88.36 j2p/kr-vs-kp,oneR,cat,nowin,2556,635,4,5,69.92,73.49,31.90,54.11 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,5,1,89.51,89.08,10.12,88.18 j2p/kr-vs-kp,j48,cat,nowin,2548,639,5,1,99.22,98.99,0.58,99.32 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,5,1,89.51,89.08,10.12,88.18 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,5,1,67.92,73.58,34.53,47.97 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,5,2,89.98,89.49,9.59,88.89 j2p/kr-vs-kp,j48,cat,nowin,2548,639,5,2,99.53,99.66,0.58,99.33 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,5,2,89.98,89.49,9.59,88.89 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,5,2,69.64,76.68,33.41,49.83 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,5,3,86.38,86.42,13.65,85.02 j2p/kr-vs-kp,j48,cat,nowin,2548,639,5,3,98.75,98.38,0.91,99.02 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,5,3,86.38,86.42,13.65,85.02 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,5,3,66.51,68.98,35.03,55.05 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,5,4,86.85,87.58,13.78,84.74 j2p/kr-vs-kp,j48,cat,nowin,2548,639,5,4,99.37,99.35,0.60,99.35 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,5,4,86.85,87.58,13.78,84.74 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,5,4,66.04,74.86,37.50,44.48 j2p/kr-vs-kp,bayes,cat,nowin,2556,631,5,5,87.00,89.60,15.32,83.96 j2p/kr-vs-kp,j48,cat,nowin,2556,631,5,5,99.21,100.00,1.57,98.43 j2p/kr-vs-kp,nbk,cat,nowin,2556,631,5,5,87.00,89.60,15.32,83.96 j2p/kr-vs-kp,oneR,cat,nowin,2556,631,5,5,68.94,75.85,35.19,56.29 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,1,85.29,85.71,15.06,82.27 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,1,99.84,100.00,0.29,99.67 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,1,85.29,85.71,15.06,82.27 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,1,67.92,69.42,33.00,56.19 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,2,89.98,91.64,11.59,88.24 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,2,99.22,99.07,0.63,99.38 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,2,89.98,91.64,11.59,88.24 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,2,68.23,81.91,37.47,47.68 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,3,86.70,86.74,13.33,83.45 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,3,98.44,98.28,1.43,98.28 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,3,86.70,86.74,13.33,83.45 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,3,67.29,71.66,34.51,46.21 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,4,87.01,87.54,13.47,85.58 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,4,98.90,99.04,1.22,98.72 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,4,87.01,87.54,13.47,85.58 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,4,66.35,69.96,35.86,54.49 j2p/kr-vs-kp,bayes,disctree,nowin,2556,637,1,5,88.23,86.77,10.40,88.78 j2p/kr-vs-kp,j48,disctree,nowin,2556,637,1,5,99.53,99.67,0.60,99.34 j2p/kr-vs-kp,nbk,disctree,nowin,2556,637,1,5,88.23,86.77,10.40,88.78 j2p/kr-vs-kp,oneR,disctree,nowin,2556,637,1,5,65.78,66.54,34.74,56.44 j2p/kr-vs-kp,bayes,disctree,nowin,2550,639,2,1,84.51,85.86,16.72,82.33 j2p/kr-vs-kp,j48,disctree,nowin,2550,639,2,1,99.37,99.06,0.31,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2550,639,2,1,84.51,85.86,16.72,82.33 j2p/kr-vs-kp,oneR,disctree,nowin,2550,639,2,1,68.23,75.00,35.52,53.94 j2p/kr-vs-kp,bayes,disctree,nowin,2550,639,2,2,87.17,90.77,15.30,80.27 j2p/kr-vs-kp,j48,disctree,nowin,2550,639,2,2,98.59,98.31,1.16,98.64 j2p/kr-vs-kp,nbk,disctree,nowin,2550,639,2,2,87.17,90.77,15.30,80.27 j2p/kr-vs-kp,oneR,disctree,nowin,2550,639,2,2,67.14,73.60,35.36,44.56 j2p/kr-vs-kp,bayes,disctree,nowin,2550,639,2,3,89.83,88.42,8.84,90.46 j2p/kr-vs-kp,j48,disctree,nowin,2550,639,2,3,99.22,98.38,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2550,639,2,3,89.83,88.42,8.84,90.46 j2p/kr-vs-kp,oneR,disctree,nowin,2550,639,2,3,65.88,70.87,36.49,48.03 j2p/kr-vs-kp,bayes,disctree,nowin,2550,639,2,4,87.64,87.15,11.97,85.67 j2p/kr-vs-kp,j48,disctree,nowin,2550,639,2,4,99.69,99.66,0.29,99.66 j2p/kr-vs-kp,nbk,disctree,nowin,2550,639,2,4,87.64,87.15,11.97,85.67 j2p/kr-vs-kp,oneR,disctree,nowin,2550,639,2,4,69.17,70.00,31.33,57.34 j2p/kr-vs-kp,bayes,disctree,nowin,2556,633,2,5,88.78,88.40,10.83,89.24 j2p/kr-vs-kp,j48,disctree,nowin,2556,633,2,5,99.53,100.00,0.94,99.05 j2p/kr-vs-kp,nbk,disctree,nowin,2556,633,2,5,88.78,88.40,10.83,89.24 j2p/kr-vs-kp,oneR,disctree,nowin,2556,633,2,5,67.30,71.89,35.68,56.65 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,3,1,88.73,90.51,12.79,85.85 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,3,1,99.37,99.04,0.31,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,3,1,88.73,90.51,12.79,85.85 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,3,1,65.73,73.47,37.70,46.30 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,3,2,87.79,88.63,12.94,85.76 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,3,2,99.37,99.04,0.30,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,3,2,87.79,88.63,12.94,85.76 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,3,2,65.73,69.07,36.23,52.75 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,3,3,89.20,89.53,11.08,87.46 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,3,3,98.59,98.36,1.19,98.68 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,3,3,89.20,89.53,11.08,87.46 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,3,3,68.70,79.10,35.28,46.20 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,3,4,86.38,84.80,12.24,85.67 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,3,4,99.37,99.66,0.86,98.98 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,3,4,86.38,84.80,12.24,85.67 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,3,4,70.74,79.78,32.75,48.46 j2p/kr-vs-kp,bayes,disctree,nowin,2556,636,3,5,85.38,85.29,14.55,84.47 j2p/kr-vs-kp,j48,disctree,nowin,2556,636,3,5,99.69,99.68,0.31,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2556,636,3,5,85.38,85.29,14.55,84.47 j2p/kr-vs-kp,oneR,disctree,nowin,2556,636,3,5,68.24,75.36,35.29,51.46 j2p/kr-vs-kp,bayes,disctree,nowin,2549,639,4,1,88.11,88.46,12.18,85.47 j2p/kr-vs-kp,j48,disctree,nowin,2549,639,4,1,99.37,99.32,0.58,99.32 j2p/kr-vs-kp,nbk,disctree,nowin,2549,639,4,1,88.11,88.46,12.18,85.47 j2p/kr-vs-kp,oneR,disctree,nowin,2549,639,4,1,67.76,68.75,32.83,55.74 j2p/kr-vs-kp,bayes,disctree,nowin,2549,639,4,2,88.11,88.51,12.30,87.96 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j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,1,3,66.67,67.50,33.83,54.55 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,1,4,86.54,86.88,13.73,83.33 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,1,4,99.22,99.66,1.15,98.64 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,1,4,86.54,86.88,13.73,83.33 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,1,4,68.39,73.47,33.86,48.98 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,638,1,5,83.23,83.05,16.62,81.13 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,638,1,5,99.84,100.00,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,638,1,5,83.23,83.05,16.62,81.13 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,638,1,5,67.24,76.57,36.29,44.37 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,2,1,88.73,90.94,13.07,85.02 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,2,1,99.37,100.00,1.19,98.70 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,2,1,88.73,90.94,13.07,85.02 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,2,1,65.57,72.54,37.44,45.60 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,2,2,86.70,84.86,11.49,87.91 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,2,2,99.53,99.67,0.60,99.35 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,2,2,86.70,84.86,11.49,87.91 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,2,2,69.48,74.03,33.09,55.88 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,2,3,86.70,88.89,15.20,83.54 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,2,3,98.75,97.83,0.32,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,2,3,86.70,88.89,15.20,83.54 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,2,3,64.48,69.43,38.29,50.32 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,2,4,87.95,86.16,10.57,87.06 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,2,4,99.53,99.30,0.28,99.65 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,2,4,87.95,86.16,10.57,87.06 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,2,4,68.86,74.03,33.19,46.85 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,636,2,5,89.78,90.97,11.28,87.74 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,636,2,5,98.90,99.35,1.52,98.39 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,636,2,5,89.78,90.97,11.28,87.74 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,636,2,5,66.82,69.72,35.06,56.45 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,1,84.04,83.77,15.73,82.68 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,1,99.53,100.00,0.89,99.02 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,1,84.04,83.77,15.73,82.68 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,1,67.29,77.40,36.58,44.77 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,2,89.36,89.32,10.61,88.75 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,2,99.53,99.68,0.61,99.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,2,89.36,89.32,10.61,88.75 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,2,68.23,76.21,35.57,50.48 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,3,90.30,88.12,7.74,91.13 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,3,99.37,98.65,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,3,90.30,88.12,7.74,91.13 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,3,67.29,68.58,33.41,52.90 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,4,88.89,90.59,12.50,85.53 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,4,98.90,98.06,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,4,88.89,90.59,12.50,85.53 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,4,67.14,73.04,35.63,49.01 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,635,3,5,86.93,89.31,15.07,83.28 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,635,3,5,99.53,100.00,0.92,99.04 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,635,3,5,86.93,89.31,15.07,83.28 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,635,3,5,68.03,71.26,34.12,58.20 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,1,88.89,90.14,12.17,86.32 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,1,99.69,99.67,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,1,88.89,90.14,12.17,86.32 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,1,68.08,75.37,35.32,49.84 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,2,86.23,87.02,14.41,82.94 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,2,98.44,98.98,2.03,97.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,2,86.23,87.02,14.41,82.94 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,2,67.29,68.60,33.50,55.52 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,3,88.58,89.39,12.20,87.42 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,3,98.90,98.14,0.32,99.69 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,3,88.58,89.39,12.20,87.42 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,3,67.76,78.28,36.96,48.74 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,4,88.58,87.62,10.54,88.49 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,4,99.22,99.34,0.89,99.01 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,4,88.58,87.62,10.54,88.49 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,4,68.23,70.61,33.25,56.91 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,637,4,5,86.81,86.55,12.97,84.80 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,637,4,5,99.22,99.66,1.16,98.65 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,637,4,5,86.81,86.55,12.97,84.80 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,637,4,5,66.72,74.14,36.07,43.58 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2549,639,5,1,85.45,84.01,13.33,84.30 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2549,639,5,1,99.22,99.66,1.15,98.63 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2549,639,5,1,85.45,84.01,13.33,84.30 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2549,639,5,1,68.70,74.87,33.85,47.78 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2549,639,5,2,89.36,92.41,13.18,85.35 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2549,639,5,2,99.37,99.36,0.62,99.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2549,639,5,2,89.36,92.41,13.18,85.35 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2549,639,5,2,67.14,77.08,37.14,47.13 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2549,639,5,3,87.48,89.23,14.04,84.66 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2549,639,5,3,99.06,99.36,1.22,98.72 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2549,639,5,3,87.48,89.23,14.04,84.66 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2549,639,5,3,67.29,71.14,35.11,55.91 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2549,639,5,4,89.20,88.67,10.32,88.37 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2549,639,5,4,99.22,98.68,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2549,639,5,4,89.20,88.67,10.32,88.37 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2549,639,5,4,66.82,68.94,34.41,53.82 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,632,5,5,87.50,87.09,12.12,86.80 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,632,5,5,99.84,99.67,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,632,5,5,87.50,87.09,12.12,86.80 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,632,5,5,66.46,73.58,36.67,46.86 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15812,3999,1,1,63.87,100.00,0.00,100.00 j2p/letter,j48,cat,B,15812,3999,1,1,87.20,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15812,3999,1,1,73.79,98.10,0.00,100.00 j2p/letter,oneR,cat,B,15812,3999,1,1,16.88,0.00,49.66,0.00 j2p/letter,bayes,cat,B,15811,4000,1,2,65.80,100.00,0.00,100.00 j2p/letter,j48,cat,B,15811,4000,1,2,87.50,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15811,4000,1,2,75.20,99.16,0.00,100.00 j2p/letter,oneR,cat,B,15811,4000,1,2,17.82,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15811,4000,1,3,64.40,100.00,0.00,100.00 j2p/letter,j48,cat,B,15811,4000,1,3,87.72,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15811,4000,1,3,74.33,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15811,4000,1,3,17.20,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15811,4000,1,4,63.33,100.00,0.00,100.00 j2p/letter,j48,cat,B,15811,4000,1,4,86.65,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15811,4000,1,4,74.08,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15811,4000,1,4,17.12,0.00,51.14,0.00 j2p/letter,bayes,cat,B,15999,3812,1,5,63.22,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3812,1,5,86.96,99.12,1.40,98.25 j2p/letter,nbk,cat,B,15999,3812,1,5,73.77,99.11,0.00,100.00 j2p/letter,oneR,cat,B,15999,3812,1,5,17.26,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15831,3999,2,1,65.27,100.00,0.00,100.00 j2p/letter,j48,cat,B,15831,3999,2,1,87.50,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15831,3999,2,1,74.27,99.15,0.00,100.00 j2p/letter,oneR,cat,B,15831,3999,2,1,17.38,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15830,4000,2,2,64.22,100.00,0.00,100.00 j2p/letter,j48,cat,B,15830,4000,2,2,86.85,100.00,0.67,99.19 j2p/letter,nbk,cat,B,15830,4000,2,2,74.83,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15830,4000,2,2,17.85,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15830,4000,2,3,64.70,100.00,0.00,100.00 j2p/letter,j48,cat,B,15830,4000,2,3,88.70,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15830,4000,2,3,74.72,99.19,0.00,100.00 j2p/letter,oneR,cat,B,15830,4000,2,3,16.55,0.00,57.24,0.00 j2p/letter,bayes,cat,B,15830,4000,2,4,62.60,100.00,0.00,100.00 j2p/letter,j48,cat,B,15830,4000,2,4,86.97,100.00,0.00,100.00 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j2p/letter,j48,fayyadIrani,B,15999,3844,5,5,77.86,100.00,0.88,99.18 j2p/letter,nbk,fayyadIrani,B,15999,3844,5,5,73.20,98.44,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3844,5,5,16.88,0.00,58.22,0.00 /home/donaldb/var/weka/xval.14862 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6468,1624,1,1,96.00,99.31,6.68,92.32 j2p/mushroom,j48,cat,p,6468,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6468,1624,1,1,96.00,99.31,6.68,92.32 j2p/mushroom,oneR,cat,p,6468,1624,1,1,98.71,100.00,2.43,97.31 j2p/mushroom,bayes,cat,p,6467,1625,1,2,94.28,99.73,10.25,88.98 j2p/mushroom,j48,cat,p,6467,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1625,1,2,94.28,99.73,10.25,88.98 j2p/mushroom,oneR,cat,p,6467,1625,1,2,97.85,100.00,4.20,95.76 j2p/mushroom,bayes,cat,p,6467,1625,1,3,95.75,98.49,6.47,92.52 j2p/mushroom,j48,cat,p,6467,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1625,1,3,95.75,98.49,6.47,92.52 j2p/mushroom,oneR,cat,p,6467,1625,1,3,98.46,100.00,2.86,96.77 j2p/mushroom,bayes,cat,p,6467,1625,1,4,95.14,99.03,7.95,90.82 j2p/mushroom,j48,cat,p,6467,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1625,1,4,95.14,99.03,7.95,90.82 j2p/mushroom,oneR,cat,p,6467,1625,1,4,98.34,100.00,3.11,96.56 j2p/mushroom,bayes,cat,p,6499,1593,1,5,96.30,98.16,5.19,93.78 j2p/mushroom,j48,cat,p,6499,1593,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1593,1,5,96.30,98.16,5.19,93.78 j2p/mushroom,oneR,cat,p,6499,1593,1,5,99.25,100.00,1.39,98.38 j2p/mushroom,bayes,cat,p,6457,1624,2,1,96.49,99.08,5.82,93.81 j2p/mushroom,j48,cat,p,6457,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6457,1624,2,1,96.49,99.08,5.82,93.81 j2p/mushroom,oneR,cat,p,6457,1624,2,1,98.58,100.00,2.74,97.15 j2p/mushroom,bayes,cat,p,6456,1625,2,2,96.12,100.00,6.81,91.74 j2p/mushroom,j48,cat,p,6456,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6456,1625,2,2,96.12,100.00,6.81,91.74 j2p/mushroom,oneR,cat,p,6456,1625,2,2,98.58,100.00,2.60,96.99 j2p/mushroom,bayes,cat,p,6456,1625,2,3,95.69,99.17,7.10,91.81 j2p/mushroom,j48,cat,p,6456,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6456,1625,2,3,95.69,99.17,7.10,91.81 j2p/mushroom,oneR,cat,p,6456,1625,2,3,98.77,100.00,2.31,97.44 j2p/mushroom,bayes,cat,p,6456,1625,2,4,95.51,98.65,7.14,92.09 j2p/mushroom,j48,cat,p,6456,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6456,1625,2,4,95.51,98.65,7.14,92.09 j2p/mushroom,oneR,cat,p,6456,1625,2,4,98.40,100.00,3.04,96.73 j2p/mushroom,bayes,cat,p,6499,1582,2,5,94.63,98.83,8.57,89.76 j2p/mushroom,j48,cat,p,6499,1582,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1582,2,5,94.63,98.83,8.57,89.76 j2p/mushroom,oneR,cat,p,6499,1582,2,5,98.36,100.00,3.04,96.54 j2p/mushroom,bayes,cat,p,6467,1624,3,1,95.38,99.19,7.83,91.44 j2p/mushroom,j48,cat,p,6467,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1624,3,1,95.38,99.19,7.83,91.44 j2p/mushroom,oneR,cat,p,6467,1624,3,1,98.52,100.00,2.85,97.02 j2p/mushroom,bayes,cat,p,6466,1625,3,2,94.89,98.21,7.80,91.07 j2p/mushroom,j48,cat,p,6466,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1625,3,2,94.89,98.21,7.80,91.07 j2p/mushroom,oneR,cat,p,6466,1625,3,2,98.52,100.00,2.77,96.94 j2p/mushroom,bayes,cat,p,6466,1625,3,3,96.25,98.66,5.82,93.54 j2p/mushroom,j48,cat,p,6466,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1625,3,3,96.25,98.66,5.82,93.54 j2p/mushroom,oneR,cat,p,6466,1625,3,3,98.52,100.00,2.79,96.96 j2p/mushroom,bayes,cat,p,6466,1625,3,4,96.80,99.86,5.72,93.49 j2p/mushroom,j48,cat,p,6466,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1625,3,4,96.80,99.86,5.72,93.49 j2p/mushroom,oneR,cat,p,6466,1625,3,4,98.58,100.00,2.66,97.06 j2p/mushroom,bayes,cat,p,6499,1592,3,5,94.91,99.55,8.39,89.42 j2p/mushroom,j48,cat,p,6499,1592,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1592,3,5,94.91,99.55,8.39,89.42 j2p/mushroom,oneR,cat,p,6499,1592,3,5,98.49,100.00,2.73,96.74 j2p/mushroom,bayes,cat,p,6478,1624,4,1,95.20,99.44,8.16,90.60 j2p/mushroom,j48,cat,p,6478,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6478,1624,4,1,95.20,99.44,8.16,90.60 j2p/mushroom,oneR,cat,p,6478,1624,4,1,98.58,100.00,2.67,97.08 j2p/mushroom,bayes,cat,p,6477,1625,4,2,96.18,99.20,6.43,93.03 j2p/mushroom,j48,cat,p,6477,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6477,1625,4,2,96.18,99.20,6.43,93.03 j2p/mushroom,oneR,cat,p,6477,1625,4,2,98.28,100.00,3.30,96.52 j2p/mushroom,bayes,cat,p,6477,1625,4,3,95.02,98.18,7.47,91.17 j2p/mushroom,j48,cat,p,6477,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6477,1625,4,3,95.02,98.18,7.47,91.17 j2p/mushroom,oneR,cat,p,6477,1625,4,3,98.52,100.00,2.73,96.88 j2p/mushroom,bayes,cat,p,6477,1625,4,4,96.00,99.18,6.64,92.52 j2p/mushroom,j48,cat,p,6477,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6477,1625,4,4,96.00,99.18,6.64,92.52 j2p/mushroom,oneR,cat,p,6477,1625,4,4,98.65,100.00,2.56,97.21 j2p/mushroom,bayes,cat,p,6499,1603,4,5,95.57,99.14,7.18,91.41 j2p/mushroom,j48,cat,p,6499,1603,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1603,4,5,95.57,99.14,7.18,91.41 j2p/mushroom,oneR,cat,p,6499,1603,4,5,98.57,100.00,2.65,96.96 j2p/mushroom,bayes,cat,p,6481,1624,5,1,95.75,99.17,6.96,91.88 j2p/mushroom,j48,cat,p,6481,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6481,1624,5,1,95.75,99.17,6.96,91.88 j2p/mushroom,oneR,cat,p,6481,1624,5,1,98.58,100.00,2.64,97.04 j2p/mushroom,bayes,cat,p,6480,1625,5,2,95.94,98.27,6.07,93.31 j2p/mushroom,j48,cat,p,6480,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6480,1625,5,2,95.94,98.27,6.07,93.31 j2p/mushroom,oneR,cat,p,6480,1625,5,2,99.08,100.00,1.77,98.11 j2p/mushroom,bayes,cat,p,6480,1625,5,3,95.45,99.59,7.98,91.16 j2p/mushroom,j48,cat,p,6480,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6480,1625,5,3,95.45,99.59,7.98,91.16 j2p/mushroom,oneR,cat,p,6480,1625,5,3,98.52,100.00,2.84,97.01 j2p/mushroom,bayes,cat,p,6480,1625,5,4,96.25,99.72,6.50,92.38 j2p/mushroom,j48,cat,p,6480,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6480,1625,5,4,96.25,99.72,6.50,92.38 j2p/mushroom,oneR,cat,p,6480,1625,5,4,98.15,100.00,3.41,96.12 j2p/mushroom,bayes,cat,p,6499,1606,5,5,94.71,98.71,8.35,90.04 j2p/mushroom,j48,cat,p,6499,1606,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1606,5,5,94.71,98.71,8.35,90.04 j2p/mushroom,oneR,cat,p,6499,1606,5,5,98.26,100.00,3.21,96.33 j2p/mushroom,bayes,disctree,p,6478,1624,1,1,96.24,99.15,5.98,92.71 j2p/mushroom,j48,disctree,p,6478,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6478,1624,1,1,96.24,99.15,5.98,92.71 j2p/mushroom,oneR,disctree,p,6478,1624,1,1,98.52,100.00,2.68,96.82 j2p/mushroom,bayes,disctree,p,6477,1625,1,2,95.75,98.50,6.49,92.55 j2p/mushroom,j48,disctree,p,6477,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,1,2,95.75,98.50,6.49,92.55 j2p/mushroom,oneR,disctree,p,6477,1625,1,2,98.83,100.00,2.20,97.56 j2p/mushroom,bayes,disctree,p,6477,1625,1,3,95.08,99.48,8.87,90.95 j2p/mushroom,j48,disctree,p,6477,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,1,3,95.08,99.48,8.87,90.95 j2p/mushroom,oneR,disctree,p,6477,1625,1,3,98.52,100.00,2.97,97.14 j2p/mushroom,bayes,disctree,p,6477,1625,1,4,96.00,99.45,6.82,92.25 j2p/mushroom,j48,disctree,p,6477,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,1,4,96.00,99.45,6.82,92.25 j2p/mushroom,oneR,disctree,p,6477,1625,1,4,98.15,100.00,3.46,96.19 j2p/mushroom,bayes,disctree,p,6499,1603,1,5,95.63,99.28,7.14,91.36 j2p/mushroom,j48,disctree,p,6499,1603,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1603,1,5,95.63,99.28,7.14,91.36 j2p/mushroom,oneR,disctree,p,6499,1603,1,5,98.57,100.00,2.63,96.94 j2p/mushroom,bayes,disctree,p,6478,1624,2,1,95.38,99.01,7.44,91.18 j2p/mushroom,j48,disctree,p,6478,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6478,1624,2,1,95.38,99.01,7.44,91.18 j2p/mushroom,oneR,disctree,p,6478,1624,2,1,98.40,100.00,2.96,96.63 j2p/mushroom,bayes,disctree,p,6477,1625,2,2,94.58,98.90,8.94,90.02 j2p/mushroom,j48,disctree,p,6477,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,2,2,94.58,98.90,8.94,90.02 j2p/mushroom,oneR,disctree,p,6477,1625,2,2,98.03,100.00,3.74,96.01 j2p/mushroom,bayes,disctree,p,6477,1625,2,3,96.43,99.73,6.42,93.06 j2p/mushroom,j48,disctree,p,6477,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,2,3,96.43,99.73,6.42,93.06 j2p/mushroom,oneR,disctree,p,6477,1625,2,3,98.65,100.00,2.62,97.27 j2p/mushroom,bayes,disctree,p,6477,1625,2,4,96.31,98.75,5.64,93.32 j2p/mushroom,j48,disctree,p,6477,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,2,4,96.31,98.75,5.64,93.32 j2p/mushroom,oneR,disctree,p,6477,1625,2,4,98.71,100.00,2.38,97.25 j2p/mushroom,bayes,disctree,p,6499,1603,2,5,95.57,99.02,7.20,91.70 j2p/mushroom,j48,disctree,p,6499,1603,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1603,2,5,95.57,99.02,7.20,91.70 j2p/mushroom,oneR,disctree,p,6499,1603,2,5,98.81,100.00,2.23,97.54 j2p/mushroom,bayes,disctree,p,6467,1624,3,1,95.32,99.34,8.16,91.34 j2p/mushroom,j48,disctree,p,6467,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6467,1624,3,1,95.32,99.34,8.16,91.34 j2p/mushroom,oneR,disctree,p,6467,1624,3,1,98.58,100.00,2.78,97.20 j2p/mushroom,bayes,disctree,p,6466,1625,3,2,95.63,99.10,6.78,91.03 j2p/mushroom,j48,disctree,p,6466,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,3,2,95.63,99.10,6.78,91.03 j2p/mushroom,oneR,disctree,p,6466,1625,3,2,98.46,100.00,2.70,96.55 j2p/mushroom,bayes,disctree,p,6466,1625,3,3,95.14,98.90,7.92,91.02 j2p/mushroom,j48,disctree,p,6466,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,3,3,95.14,98.90,7.92,91.02 j2p/mushroom,oneR,disctree,p,6466,1625,3,3,98.52,100.00,2.80,96.97 j2p/mushroom,bayes,disctree,p,6466,1625,3,4,96.92,99.22,5.15,94.55 j2p/mushroom,j48,disctree,p,6466,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,3,4,96.92,99.22,5.15,94.55 j2p/mushroom,oneR,disctree,p,6466,1625,3,4,98.95,100.00,2.04,97.90 j2p/mushroom,bayes,disctree,p,6499,1592,3,5,95.35,99.28,7.68,90.89 j2p/mushroom,j48,disctree,p,6499,1592,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1592,3,5,95.35,99.28,7.68,90.89 j2p/mushroom,oneR,disctree,p,6499,1592,3,5,98.05,100.00,3.58,95.90 j2p/mushroom,bayes,disctree,p,6467,1624,4,1,95.57,99.01,7.11,91.54 j2p/mushroom,j48,disctree,p,6467,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6467,1624,4,1,95.57,99.01,7.11,91.54 j2p/mushroom,oneR,disctree,p,6467,1624,4,1,98.58,100.00,2.62,97.01 j2p/mushroom,bayes,disctree,p,6466,1625,4,2,96.12,99.05,6.32,92.89 j2p/mushroom,j48,disctree,p,6466,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,4,2,96.12,99.05,6.32,92.89 j2p/mushroom,oneR,disctree,p,6466,1625,4,2,98.15,100.00,3.46,96.19 j2p/mushroom,bayes,disctree,p,6466,1625,4,3,95.38,98.68,7.47,91.98 j2p/mushroom,j48,disctree,p,6466,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,4,3,95.38,98.68,7.47,91.98 j2p/mushroom,oneR,disctree,p,6466,1625,4,3,98.77,100.00,2.40,97.53 j2p/mushroom,bayes,disctree,p,6466,1625,4,4,95.82,99.18,6.92,92.10 j2p/mushroom,j48,disctree,p,6466,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,4,4,95.82,99.18,6.92,92.10 j2p/mushroom,oneR,disctree,p,6466,1625,4,4,98.58,100.00,2.67,97.07 j2p/mushroom,bayes,disctree,p,6499,1592,4,5,95.10,99.56,8.25,90.07 j2p/mushroom,j48,disctree,p,6499,1592,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1592,4,5,95.10,99.56,8.25,90.07 j2p/mushroom,oneR,disctree,p,6499,1592,4,5,98.49,100.00,2.79,96.82 j2p/mushroom,bayes,disctree,p,6463,1624,5,1,95.50,98.91,7.29,91.76 j2p/mushroom,j48,disctree,p,6463,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6463,1624,5,1,95.50,98.91,7.29,91.76 j2p/mushroom,oneR,disctree,p,6463,1624,5,1,98.40,100.00,3.02,96.70 j2p/mushroom,bayes,disctree,p,6462,1625,5,2,96.06,99.86,6.90,91.86 j2p/mushroom,j48,disctree,p,6462,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6462,1625,5,2,96.06,99.86,6.90,91.86 j2p/mushroom,oneR,disctree,p,6462,1625,5,2,98.34,100.00,3.08,96.51 j2p/mushroom,bayes,disctree,p,6462,1625,5,3,95.51,98.86,7.03,91.42 j2p/mushroom,j48,disctree,p,6462,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6462,1625,5,3,95.51,98.86,7.03,91.42 j2p/mushroom,oneR,disctree,p,6462,1625,5,3,98.40,100.00,2.91,96.57 j2p/mushroom,bayes,disctree,p,6462,1625,5,4,96.06,98.95,6.47,93.07 j2p/mushroom,j48,disctree,p,6462,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6462,1625,5,4,96.06,98.95,6.47,93.07 j2p/mushroom,oneR,disctree,p,6462,1625,5,4,99.02,100.00,1.92,98.02 j2p/mushroom,bayes,disctree,p,6499,1588,5,5,95.09,99.15,8.15,90.66 j2p/mushroom,j48,disctree,p,6499,1588,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1588,5,5,95.09,99.15,8.15,90.66 j2p/mushroom,oneR,disctree,p,6499,1588,5,5,98.43,100.00,2.97,96.76 j2p/mushroom,bayes,tbin,p,6468,1624,1,1,96.37,99.43,5.97,92.70 j2p/mushroom,j48,tbin,p,6468,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1624,1,1,96.37,99.43,5.97,92.70 j2p/mushroom,oneR,tbin,p,6468,1624,1,1,98.52,100.00,2.68,96.81 j2p/mushroom,bayes,tbin,p,6467,1625,1,2,94.65,98.60,8.43,90.12 j2p/mushroom,j48,tbin,p,6467,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,1,2,94.65,98.60,8.43,90.12 j2p/mushroom,oneR,tbin,p,6467,1625,1,2,98.71,100.00,2.42,97.30 j2p/mushroom,bayes,tbin,p,6467,1625,1,3,95.38,99.06,7.70,91.53 j2p/mushroom,j48,tbin,p,6467,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,1,3,95.38,99.06,7.70,91.53 j2p/mushroom,oneR,tbin,p,6467,1625,1,3,98.71,100.00,2.49,97.38 j2p/mushroom,bayes,tbin,p,6467,1625,1,4,95.69,98.78,6.86,92.26 j2p/mushroom,j48,tbin,p,6467,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,1,4,95.69,98.78,6.86,92.26 j2p/mushroom,oneR,tbin,p,6467,1625,1,4,97.85,100.00,4.01,95.56 j2p/mushroom,bayes,tbin,p,6499,1593,1,5,96.17,99.45,6.59,92.70 j2p/mushroom,j48,tbin,p,6499,1593,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1593,1,5,96.17,99.45,6.59,92.70 j2p/mushroom,oneR,tbin,p,6499,1593,1,5,98.81,100.00,2.29,97.57 j2p/mushroom,bayes,tbin,p,6473,1624,2,1,95.50,99.44,7.58,91.14 j2p/mushroom,j48,tbin,p,6473,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1624,2,1,95.50,99.44,7.58,91.14 j2p/mushroom,oneR,tbin,p,6473,1624,2,1,98.71,100.00,2.42,97.30 j2p/mushroom,bayes,tbin,p,6472,1625,2,2,96.12,98.33,5.64,93.28 j2p/mushroom,j48,tbin,p,6472,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,2,2,96.12,98.33,5.64,93.28 j2p/mushroom,oneR,tbin,p,6472,1625,2,2,99.02,100.00,1.81,97.89 j2p/mushroom,bayes,tbin,p,6472,1625,2,3,94.65,99.42,8.92,89.26 j2p/mushroom,j48,tbin,p,6472,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,2,3,94.65,99.42,8.92,89.26 j2p/mushroom,oneR,tbin,p,6472,1625,2,3,97.60,100.00,4.38,94.95 j2p/mushroom,bayes,tbin,p,6472,1625,2,4,95.94,98.94,6.67,92.80 j2p/mushroom,j48,tbin,p,6472,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,2,4,95.94,98.94,6.67,92.80 j2p/mushroom,oneR,tbin,p,6472,1625,2,4,98.65,100.00,2.61,97.27 j2p/mushroom,bayes,tbin,p,6499,1598,2,5,95.93,99.32,6.97,92.42 j2p/mushroom,j48,tbin,p,6499,1598,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1598,2,5,95.93,99.32,6.97,92.42 j2p/mushroom,oneR,tbin,p,6499,1598,2,5,98.62,100.00,2.66,97.22 j2p/mushroom,bayes,tbin,p,6475,1624,3,1,96.49,99.32,5.86,93.37 j2p/mushroom,j48,tbin,p,6475,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1624,3,1,96.49,99.32,5.86,93.37 j2p/mushroom,oneR,tbin,p,6475,1624,3,1,98.52,100.00,2.78,96.94 j2p/mushroom,bayes,tbin,p,6474,1625,3,2,95.69,99.15,6.98,91.64 j2p/mushroom,j48,tbin,p,6474,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6474,1625,3,2,95.69,99.15,6.98,91.64 j2p/mushroom,oneR,tbin,p,6474,1625,3,2,98.46,100.00,2.83,96.74 j2p/mushroom,bayes,tbin,p,6474,1625,3,3,95.38,98.30,7.21,92.38 j2p/mushroom,j48,tbin,p,6474,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6474,1625,3,3,95.38,98.30,7.21,92.38 j2p/mushroom,oneR,tbin,p,6474,1625,3,3,98.22,100.00,3.45,96.44 j2p/mushroom,bayes,tbin,p,6474,1625,3,4,94.52,99.28,8.99,89.09 j2p/mushroom,j48,tbin,p,6474,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6474,1625,3,4,94.52,99.28,8.99,89.09 j2p/mushroom,oneR,tbin,p,6474,1625,3,4,98.58,100.00,2.62,97.01 j2p/mushroom,bayes,tbin,p,6499,1600,3,5,96.50,99.72,6.19,93.07 j2p/mushroom,j48,tbin,p,6499,1600,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1600,3,5,96.50,99.72,6.19,93.07 j2p/mushroom,oneR,tbin,p,6499,1600,3,5,98.81,100.00,2.26,97.56 j2p/mushroom,bayes,tbin,p,6474,1624,4,1,95.75,99.19,7.12,92.09 j2p/mushroom,j48,tbin,p,6474,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6474,1624,4,1,95.75,99.19,7.12,92.09 j2p/mushroom,oneR,tbin,p,6474,1624,4,1,98.34,100.00,3.16,96.61 j2p/mushroom,bayes,tbin,p,6473,1625,4,2,94.83,98.64,8.33,90.76 j2p/mushroom,j48,tbin,p,6473,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,4,2,94.83,98.64,8.33,90.76 j2p/mushroom,oneR,tbin,p,6473,1625,4,2,98.71,100.00,2.49,97.38 j2p/mushroom,bayes,tbin,p,6473,1625,4,3,95.14,98.59,7.52,91.00 j2p/mushroom,j48,tbin,p,6473,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,4,3,95.14,98.59,7.52,91.00 j2p/mushroom,oneR,tbin,p,6473,1625,4,3,98.83,100.00,2.17,97.52 j2p/mushroom,bayes,tbin,p,6473,1625,4,4,95.94,99.58,6.96,91.92 j2p/mushroom,j48,tbin,p,6473,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,4,4,95.94,99.58,6.96,91.92 j2p/mushroom,oneR,tbin,p,6473,1625,4,4,98.28,100.00,3.21,96.41 j2p/mushroom,bayes,tbin,p,6499,1599,4,5,96.56,99.17,5.59,93.60 j2p/mushroom,j48,tbin,p,6499,1599,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1599,4,5,96.56,99.17,5.59,93.60 j2p/mushroom,oneR,tbin,p,6499,1599,4,5,98.44,100.00,2.91,96.74 j2p/mushroom,bayes,tbin,p,6477,1624,5,1,95.87,98.88,6.48,92.29 j2p/mushroom,j48,tbin,p,6477,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6477,1624,5,1,95.87,98.88,6.48,92.29 j2p/mushroom,oneR,tbin,p,6477,1624,5,1,98.52,100.00,2.72,96.86 j2p/mushroom,bayes,tbin,p,6476,1625,5,2,95.82,99.02,6.72,92.09 j2p/mushroom,j48,tbin,p,6476,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,5,2,95.82,99.02,6.72,92.09 j2p/mushroom,oneR,tbin,p,6476,1625,5,2,98.58,100.00,2.62,97.02 j2p/mushroom,bayes,tbin,p,6476,1625,5,3,95.20,99.32,8.25,90.97 j2p/mushroom,j48,tbin,p,6476,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,5,3,95.20,99.32,8.25,90.97 j2p/mushroom,oneR,tbin,p,6476,1625,5,3,98.09,100.00,3.66,96.16 j2p/mushroom,bayes,tbin,p,6476,1625,5,4,96.37,99.19,6.02,93.31 j2p/mushroom,j48,tbin,p,6476,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,5,4,96.37,99.19,6.02,93.31 j2p/mushroom,oneR,tbin,p,6476,1625,5,4,98.95,100.00,2.00,97.85 j2p/mushroom,bayes,tbin,p,6499,1602,5,5,95.07,99.15,8.15,90.56 j2p/mushroom,j48,tbin,p,6499,1602,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1602,5,5,95.07,99.15,8.15,90.56 j2p/mushroom,oneR,tbin,p,6499,1602,5,5,98.50,100.00,2.81,96.90 j2p/mushroom,bayes,fayyadIrani,p,6473,1624,1,1,96.18,99.72,6.61,92.25 j2p/mushroom,j48,fayyadIrani,p,6473,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1624,1,1,96.18,99.72,6.61,92.25 j2p/mushroom,oneR,fayyadIrani,p,6473,1624,1,1,98.21,100.00,3.30,96.25 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,1,2,96.06,99.32,6.66,92.56 j2p/mushroom,j48,fayyadIrani,p,6472,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,1,2,96.06,99.32,6.66,92.56 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,1,2,98.77,100.00,2.35,97.48 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,1,3,96.00,99.32,6.71,92.37 j2p/mushroom,j48,fayyadIrani,p,6472,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,1,3,96.00,99.32,6.71,92.37 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,1,3,98.52,100.00,2.78,96.95 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,1,4,94.28,97.75,8.43,90.04 j2p/mushroom,j48,fayyadIrani,p,6472,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,1,4,94.28,97.75,8.43,90.04 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,1,4,98.65,100.00,2.52,97.15 j2p/mushroom,bayes,fayyadIrani,p,6499,1598,1,5,95.49,98.76,7.21,91.90 j2p/mushroom,j48,fayyadIrani,p,6499,1598,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1598,1,5,95.49,98.76,7.21,91.90 j2p/mushroom,oneR,fayyadIrani,p,6499,1598,1,5,98.50,100.00,2.84,96.92 j2p/mushroom,bayes,fayyadIrani,p,6477,1624,2,1,96.37,99.32,6.11,93.16 j2p/mushroom,j48,fayyadIrani,p,6477,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1624,2,1,96.37,99.32,6.11,93.16 j2p/mushroom,oneR,fayyadIrani,p,6477,1624,2,1,98.52,100.00,2.79,96.96 j2p/mushroom,bayes,fayyadIrani,p,6476,1625,2,2,95.51,98.62,6.99,91.89 j2p/mushroom,j48,fayyadIrani,p,6476,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6476,1625,2,2,95.51,98.62,6.99,91.89 j2p/mushroom,oneR,fayyadIrani,p,6476,1625,2,2,98.95,100.00,1.97,97.81 j2p/mushroom,bayes,fayyadIrani,p,6476,1625,2,3,95.63,98.23,6.52,92.57 j2p/mushroom,j48,fayyadIrani,p,6476,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6476,1625,2,3,95.63,98.23,6.52,92.57 j2p/mushroom,oneR,fayyadIrani,p,6476,1625,2,3,98.52,100.00,2.76,96.93 j2p/mushroom,bayes,fayyadIrani,p,6476,1625,2,4,95.45,99.31,7.63,91.21 j2p/mushroom,j48,fayyadIrani,p,6476,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6476,1625,2,4,95.45,99.31,7.63,91.21 j2p/mushroom,oneR,fayyadIrani,p,6476,1625,2,4,98.40,100.00,3.00,96.69 j2p/mushroom,bayes,fayyadIrani,p,6499,1602,2,5,95.44,99.72,7.94,90.86 j2p/mushroom,j48,fayyadIrani,p,6499,1602,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1602,2,5,95.44,99.72,7.94,90.86 j2p/mushroom,oneR,fayyadIrani,p,6499,1602,2,5,98.19,100.00,3.40,96.27 j2p/mushroom,bayes,fayyadIrani,p,6470,1624,3,1,95.57,99.32,7.56,91.62 j2p/mushroom,j48,fayyadIrani,p,6470,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1624,3,1,95.57,99.32,7.56,91.62 j2p/mushroom,oneR,fayyadIrani,p,6470,1624,3,1,98.40,100.00,3.06,96.75 j2p/mushroom,bayes,fayyadIrani,p,6469,1625,3,2,95.08,99.45,8.48,90.51 j2p/mushroom,j48,fayyadIrani,p,6469,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1625,3,2,95.08,99.45,8.48,90.51 j2p/mushroom,oneR,fayyadIrani,p,6469,1625,3,2,98.15,100.00,3.51,96.25 j2p/mushroom,bayes,fayyadIrani,p,6469,1625,3,3,96.00,98.91,6.38,92.69 j2p/mushroom,j48,fayyadIrani,p,6469,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1625,3,3,96.00,98.91,6.38,92.69 j2p/mushroom,oneR,fayyadIrani,p,6469,1625,3,3,98.46,100.00,2.87,96.79 j2p/mushroom,bayes,fayyadIrani,p,6469,1625,3,4,96.43,99.57,5.96,92.71 j2p/mushroom,j48,fayyadIrani,p,6469,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1625,3,4,96.43,99.57,5.96,92.71 j2p/mushroom,oneR,fayyadIrani,p,6469,1625,3,4,98.52,100.00,2.68,96.82 j2p/mushroom,bayes,fayyadIrani,p,6499,1595,3,5,95.05,97.92,7.31,91.68 j2p/mushroom,j48,fayyadIrani,p,6499,1595,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1595,3,5,95.05,97.92,7.31,91.68 j2p/mushroom,oneR,fayyadIrani,p,6499,1595,3,5,99.06,100.00,1.78,98.05 j2p/mushroom,bayes,fayyadIrani,p,6481,1624,4,1,95.32,98.22,7.04,91.91 j2p/mushroom,j48,fayyadIrani,p,6481,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6481,1624,4,1,95.32,98.22,7.04,91.91 j2p/mushroom,oneR,fayyadIrani,p,6481,1624,4,1,98.21,100.00,3.32,96.28 j2p/mushroom,bayes,fayyadIrani,p,6480,1625,4,2,95.26,99.03,7.73,91.06 j2p/mushroom,j48,fayyadIrani,p,6480,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6480,1625,4,2,95.26,99.03,7.73,91.06 j2p/mushroom,oneR,fayyadIrani,p,6480,1625,4,2,98.46,100.00,2.88,96.81 j2p/mushroom,bayes,fayyadIrani,p,6480,1625,4,3,94.34,98.82,8.88,88.87 j2p/mushroom,j48,fayyadIrani,p,6480,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6480,1625,4,3,94.34,98.82,8.88,88.87 j2p/mushroom,oneR,fayyadIrani,p,6480,1625,4,3,98.28,100.00,3.12,96.29 j2p/mushroom,bayes,fayyadIrani,p,6480,1625,4,4,96.25,99.48,6.62,93.02 j2p/mushroom,j48,fayyadIrani,p,6480,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6480,1625,4,4,96.25,99.48,6.62,93.02 j2p/mushroom,oneR,fayyadIrani,p,6480,1625,4,4,98.83,100.00,2.30,97.67 j2p/mushroom,bayes,fayyadIrani,p,6499,1606,4,5,96.70,99.45,5.59,93.68 j2p/mushroom,j48,fayyadIrani,p,6499,1606,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1606,4,5,96.70,99.45,5.59,93.68 j2p/mushroom,oneR,fayyadIrani,p,6499,1606,4,5,98.82,100.00,2.24,97.55 j2p/mushroom,bayes,fayyadIrani,p,6473,1624,5,1,95.81,99.60,7.46,92.02 j2p/mushroom,j48,fayyadIrani,p,6473,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1624,5,1,95.81,99.60,7.46,92.02 j2p/mushroom,oneR,fayyadIrani,p,6473,1624,5,1,98.52,100.00,2.88,97.06 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,5,2,95.69,99.05,7.11,92.08 j2p/mushroom,j48,fayyadIrani,p,6472,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,5,2,95.69,99.05,7.11,92.08 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,5,2,98.52,100.00,2.81,96.98 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,5,3,96.31,99.86,6.46,92.33 j2p/mushroom,j48,fayyadIrani,p,6472,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,5,3,96.31,99.86,6.46,92.33 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,5,3,98.46,100.00,2.84,96.75 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,5,4,95.63,98.53,6.83,92.45 j2p/mushroom,j48,fayyadIrani,p,6472,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,5,4,95.63,98.53,6.83,92.45 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,5,4,98.58,100.00,2.70,97.11 j2p/mushroom,bayes,fayyadIrani,p,6499,1598,5,5,94.74,97.65,7.41,90.71 j2p/mushroom,j48,fayyadIrani,p,6499,1598,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1598,5,5,94.74,97.65,7.41,90.71 j2p/mushroom,oneR,fayyadIrani,p,6499,1598,5,5,98.56,100.00,2.59,96.86 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1842,461,1,1,77.87,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1842,461,1,1,96.31,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1842,461,1,1,86.77,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1842,461,1,1,63.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1841,462,1,2,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1841,462,1,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1841,462,1,2,83.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1841,462,1,2,62.99,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1841,462,1,3,82.25,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1841,462,1,3,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1841,462,1,3,86.80,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1841,462,1,3,65.80,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1841,462,1,4,81.60,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1841,462,1,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1841,462,1,4,84.20,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1841,462,1,4,61.90,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,456,1,5,77.41,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,456,1,5,96.93,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,456,1,5,85.53,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,456,1,5,66.45,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,2,1,78.52,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,2,1,96.96,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,2,1,84.82,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,2,1,61.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,2,2,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,2,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,2,2,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,2,2,66.02,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,2,3,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,2,3,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,2,3,83.12,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,2,3,64.29,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,2,4,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,2,4,97.62,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,2,4,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,2,4,66.67,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,2,5,81.78,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,2,5,95.44,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,2,5,86.12,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,2,5,61.61,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,461,3,1,79.83,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,461,3,1,97.61,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,461,3,1,84.38,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,461,3,1,62.26,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,3,2,80.30,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,3,2,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,3,2,84.42,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,3,2,63.42,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,3,3,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,3,3,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,3,3,87.88,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,3,3,64.50,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,3,4,81.60,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,3,4,97.84,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,3,4,87.01,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,3,4,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,459,3,5,79.08,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,459,3,5,92.59,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,459,3,5,83.44,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,459,3,5,61.00,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,461,4,1,81.34,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,461,4,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,461,4,1,86.12,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,461,4,1,68.11,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,4,2,79.00,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,4,2,97.62,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,4,2,84.63,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,4,2,61.04,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,4,3,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,4,3,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,4,3,83.12,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,4,3,62.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,4,4,82.68,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,4,4,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,4,4,88.53,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,4,4,65.37,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,459,4,5,79.74,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,459,4,5,96.51,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,459,4,5,82.14,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,459,4,5,65.14,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,461,5,1,83.30,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,461,5,1,96.96,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,461,5,1,87.20,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,461,5,1,64.86,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1843,462,5,2,78.14,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,462,5,2,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,462,5,2,83.12,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,462,5,2,60.17,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1843,462,5,3,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,462,5,3,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,462,5,3,86.36,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,462,5,3,65.37,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1843,462,5,4,82.90,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,462,5,4,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,462,5,4,87.01,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,462,5,4,59.74,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,458,5,5,78.17,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,458,5,5,95.63,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,458,5,5,83.62,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,458,5,5,60.04,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,1,1,86.12,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,1,1,77.01,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,1,1,86.12,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,1,1,61.39,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,1,2,90.26,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,1,2,82.03,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,1,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,1,2,59.52,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,1,3,90.69,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,1,3,83.33,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,1,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,1,3,62.12,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,1,4,90.48,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,1,4,83.77,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,1,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,1,4,61.04,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,1,5,88.07,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,1,5,81.78,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,1,5,88.07,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,1,5,60.74,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,2,1,88.50,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,2,1,80.91,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,2,1,88.50,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,2,1,59.65,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,2,2,87.23,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,2,2,82.25,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,2,2,87.23,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,2,2,59.96,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,2,3,89.18,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,2,3,80.95,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,2,3,89.18,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,2,3,62.77,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,2,4,86.36,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,2,4,81.17,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,2,4,86.36,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,2,4,59.74,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,2,5,91.56,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,2,5,85.06,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,2,5,91.56,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,2,5,64.50,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,3,1,89.15,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,3,1,81.34,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,3,1,89.15,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,3,1,62.04,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,2,90.91,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,2,84.20,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,2,90.91,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,2,61.90,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,3,86.58,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,3,79.65,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,3,86.58,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,3,60.17,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,4,91.77,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,4,85.71,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,4,91.77,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,4,61.69,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,5,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,5,82.68,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,5,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,5,62.34,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,4,1,91.54,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,4,1,82.00,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,4,1,91.54,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,4,1,61.39,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,4,2,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,4,2,80.74,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,4,2,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,4,2,62.77,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,4,3,86.80,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,4,3,81.39,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,4,3,86.80,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,4,3,63.20,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,4,4,87.01,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,4,4,78.35,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,4,4,87.01,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,4,4,60.17,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,4,5,90.67,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,4,5,82.86,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,4,5,90.67,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,4,5,62.47,100.00,1.72,97.92 q2s/segment,bayes,disctree,sky,1848,461,5,1,85.25,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,5,1,78.74,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,5,1,85.25,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,5,1,57.92,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,5,2,90.91,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,5,2,82.47,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,5,2,90.91,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,5,2,61.47,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,5,3,87.01,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,5,3,79.87,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,5,3,87.01,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,5,3,58.87,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,5,4,91.13,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,5,4,84.85,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,5,4,91.13,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,5,4,62.12,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,5,5,90.04,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,5,5,81.60,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,5,5,90.04,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,5,5,62.34,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,1,1,90.46,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,1,1,92.62,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,1,1,90.46,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,1,1,48.59,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,1,2,90.26,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,1,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,1,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,1,2,49.35,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,1,3,88.74,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,1,3,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,1,3,88.74,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,1,3,48.70,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,1,4,91.99,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,1,4,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,1,4,91.99,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,1,4,48.92,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,1,5,90.65,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,1,5,94.35,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,1,5,90.65,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,1,5,51.09,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,2,1,90.02,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,2,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,2,1,90.02,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,2,1,52.93,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,2,2,89.18,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,2,2,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,2,2,89.18,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,2,2,47.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,2,3,91.56,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,2,3,96.75,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,2,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,2,3,47.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,2,4,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,2,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,2,4,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,2,4,46.54,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,2,5,89.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,2,5,92.39,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,2,5,89.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,2,5,44.78,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,3,1,90.24,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,3,1,96.96,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,3,1,90.24,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,3,1,50.98,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,2,88.74,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,2,93.51,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,2,88.74,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,2,47.40,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,3,91.34,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,3,91.34,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,3,52.60,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,4,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,4,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,4,47.40,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,3,5,90.00,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,3,5,93.91,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,3,5,90.00,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,3,5,47.61,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1849,461,4,1,88.72,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1849,461,4,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1849,461,4,1,88.72,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1849,461,4,1,47.29,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,4,2,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,4,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,4,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,4,2,50.00,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,4,3,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,4,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,4,3,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,4,3,46.54,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,4,4,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,4,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,4,4,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,4,4,47.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,4,5,92.64,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,4,5,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,4,5,92.64,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,4,5,51.95,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,461,5,1,90.24,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,461,5,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,461,5,1,90.24,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,461,5,1,47.72,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1843,462,5,2,89.18,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1843,462,5,2,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1843,462,5,2,89.18,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1843,462,5,2,47.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1843,462,5,3,89.83,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1843,462,5,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1843,462,5,3,89.83,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1843,462,5,3,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1843,462,5,4,92.86,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1843,462,5,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1843,462,5,4,92.86,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1843,462,5,4,51.30,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,458,5,5,88.43,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,458,5,5,94.76,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,458,5,5,88.43,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,458,5,5,49.78,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1849,461,1,1,89.80,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1849,461,1,1,94.14,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1849,461,1,1,89.80,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1849,461,1,1,61.61,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,2,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,2,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,2,64.72,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,3,94.16,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,3,94.16,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,3,66.45,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,4,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,4,93.94,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,4,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,5,94.16,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,5,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,5,94.16,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,5,67.10,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,2,1,91.11,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,2,1,93.71,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,2,1,91.11,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,2,1,65.73,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,2,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,2,93.94,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,2,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,2,67.10,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,3,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,3,63.42,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,4,93.07,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,4,96.54,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,4,93.07,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,4,67.75,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,5,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,5,95.89,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,5,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,5,62.55,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,461,3,1,92.41,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,461,3,1,94.58,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,461,3,1,92.41,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,461,3,1,62.69,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1843,462,3,2,90.91,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1843,462,3,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1843,462,3,2,90.91,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1843,462,3,2,66.67,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1843,462,3,3,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1843,462,3,3,95.02,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1843,462,3,3,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1843,462,3,3,67.75,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1843,462,3,4,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1843,462,3,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1843,462,3,4,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1843,462,3,4,66.67,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,458,3,5,90.39,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,458,3,5,93.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,458,3,5,90.39,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,458,3,5,67.47,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,4,1,93.71,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,4,1,95.88,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,4,1,93.71,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,4,1,68.76,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,2,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,2,93.51,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,2,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,2,63.42,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,3,89.61,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,3,92.86,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,3,89.61,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,3,63.64,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,4,89.39,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,4,89.39,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,4,62.34,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,4,5,91.96,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,4,5,94.78,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,4,5,91.96,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,4,5,68.26,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,461,5,1,90.89,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,461,5,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,461,5,1,90.89,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,461,5,1,67.68,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,462,5,2,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,462,5,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,462,5,2,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,462,5,2,64.50,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,462,5,3,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,462,5,3,94.16,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,462,5,3,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,462,5,3,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,462,5,4,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,462,5,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,462,5,4,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,462,5,4,66.02,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,459,5,5,94.12,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,459,5,5,95.21,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,459,5,5,94.12,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,459,5,5,67.76,100.00,0.00,100.00 /home/donaldb/var/weka/xval.25336 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,56.10,75.00,48.48,27.27 q2s/sonar,j48,cat,Mine,167,41,1,1,65.85,68.18,36.84,68.18 q2s/sonar,nbk,cat,Mine,167,41,1,1,68.29,84.62,39.29,50.00 q2s/sonar,oneR,cat,Mine,167,41,1,1,48.78,51.72,58.33,68.18 q2s/sonar,bayes,cat,Mine,166,42,1,2,61.90,61.11,37.50,55.00 q2s/sonar,j48,cat,Mine,166,42,1,2,76.19,70.83,16.67,85.00 q2s/sonar,nbk,cat,Mine,166,42,1,2,78.57,73.91,15.79,85.00 q2s/sonar,oneR,cat,Mine,166,42,1,2,71.43,65.38,18.75,85.00 q2s/sonar,bayes,cat,Mine,167,41,1,3,80.49,87.50,24.00,70.00 q2s/sonar,j48,cat,Mine,167,41,1,3,70.73,90.00,35.48,45.00 q2s/sonar,nbk,cat,Mine,167,41,1,3,75.61,85.71,29.63,60.00 q2s/sonar,oneR,cat,Mine,167,41,1,3,65.85,66.67,34.78,60.00 q2s/sonar,bayes,cat,Mine,166,42,1,4,64.29,70.83,44.44,68.00 q2s/sonar,j48,cat,Mine,166,42,1,4,69.05,68.75,30.00,88.00 q2s/sonar,nbk,cat,Mine,166,42,1,4,66.67,70.37,40.00,76.00 q2s/sonar,oneR,cat,Mine,166,42,1,4,71.43,72.41,30.77,84.00 q2s/sonar,bayes,cat,Mine,167,41,1,5,78.05,100.00,34.62,62.50 q2s/sonar,j48,cat,Mine,167,41,1,5,85.37,95.00,23.81,79.17 q2s/sonar,nbk,cat,Mine,167,41,1,5,75.61,88.89,34.78,66.67 q2s/sonar,oneR,cat,Mine,167,41,1,5,73.17,78.26,33.33,75.00 q2s/sonar,bayes,cat,Mine,167,41,2,1,82.93,75.00,13.79,69.23 q2s/sonar,j48,cat,Mine,167,41,2,1,60.98,42.86,20.00,69.23 q2s/sonar,nbk,cat,Mine,167,41,2,1,85.37,68.42,0.00,100.00 q2s/sonar,oneR,cat,Mine,167,41,2,1,68.29,50.00,10.53,84.62 q2s/sonar,bayes,cat,Mine,166,42,2,2,57.14,76.92,51.72,40.00 q2s/sonar,j48,cat,Mine,166,42,2,2,83.33,84.62,18.75,88.00 q2s/sonar,nbk,cat,Mine,166,42,2,2,69.05,83.33,41.67,60.00 q2s/sonar,oneR,cat,Mine,166,42,2,2,71.43,78.26,36.84,72.00 q2s/sonar,bayes,cat,Mine,167,41,2,3,63.41,85.71,48.15,48.00 q2s/sonar,j48,cat,Mine,167,41,2,3,80.49,90.48,30.00,76.00 q2s/sonar,nbk,cat,Mine,167,41,2,3,63.41,77.78,47.83,56.00 q2s/sonar,oneR,cat,Mine,167,41,2,3,65.85,73.91,44.44,68.00 q2s/sonar,bayes,cat,Mine,166,42,2,4,71.43,79.17,38.89,73.08 q2s/sonar,j48,cat,Mine,166,42,2,4,73.81,77.78,33.33,80.77 q2s/sonar,nbk,cat,Mine,166,42,2,4,71.43,76.92,37.50,76.92 q2s/sonar,oneR,cat,Mine,166,42,2,4,59.52,66.67,53.33,69.23 q2s/sonar,bayes,cat,Mine,167,41,2,5,73.17,86.67,34.62,59.09 q2s/sonar,j48,cat,Mine,167,41,2,5,65.85,72.22,39.13,59.09 q2s/sonar,nbk,cat,Mine,167,41,2,5,75.61,80.00,28.57,72.73 q2s/sonar,oneR,cat,Mine,167,41,2,5,63.41,65.22,38.89,68.18 q2s/sonar,bayes,cat,Mine,167,41,3,1,75.61,69.23,13.33,90.00 q2s/sonar,j48,cat,Mine,167,41,3,1,80.49,83.33,21.74,75.00 q2s/sonar,nbk,cat,Mine,167,41,3,1,68.29,65.22,27.78,75.00 q2s/sonar,oneR,cat,Mine,167,41,3,1,73.17,65.52,8.33,95.00 q2s/sonar,bayes,cat,Mine,166,42,3,2,66.67,100.00,45.16,44.00 q2s/sonar,j48,cat,Mine,166,42,3,2,80.95,90.48,28.57,76.00 q2s/sonar,nbk,cat,Mine,166,42,3,2,73.81,88.89,37.50,64.00 q2s/sonar,oneR,cat,Mine,166,42,3,2,66.67,73.91,42.11,68.00 q2s/sonar,bayes,cat,Mine,167,41,3,3,73.17,94.44,43.48,62.96 q2s/sonar,j48,cat,Mine,167,41,3,3,68.29,88.89,47.83,59.26 q2s/sonar,nbk,cat,Mine,167,41,3,3,85.37,95.65,27.78,81.48 q2s/sonar,oneR,cat,Mine,167,41,3,3,68.29,76.92,46.67,74.07 q2s/sonar,bayes,cat,Mine,166,42,3,4,59.52,68.75,46.15,47.83 q2s/sonar,j48,cat,Mine,166,42,3,4,71.43,73.91,31.58,73.91 q2s/sonar,nbk,cat,Mine,166,42,3,4,66.67,73.68,39.13,60.87 q2s/sonar,oneR,cat,Mine,166,42,3,4,66.67,68.00,35.29,73.91 q2s/sonar,bayes,cat,Mine,167,41,3,5,65.85,54.55,30.00,40.00 q2s/sonar,j48,cat,Mine,167,41,3,5,82.93,75.00,12.00,80.00 q2s/sonar,nbk,cat,Mine,167,41,3,5,65.85,53.33,26.92,53.33 q2s/sonar,oneR,cat,Mine,167,41,3,5,46.34,37.04,35.71,66.67 q2s/sonar,bayes,cat,Mine,167,41,4,1,60.98,75.00,48.00,50.00 q2s/sonar,j48,cat,Mine,167,41,4,1,68.29,76.19,40.00,66.67 q2s/sonar,nbk,cat,Mine,167,41,4,1,63.41,80.00,46.15,50.00 q2s/sonar,oneR,cat,Mine,167,41,4,1,56.10,63.64,52.63,58.33 q2s/sonar,bayes,cat,Mine,166,42,4,2,73.81,93.75,38.46,60.00 q2s/sonar,j48,cat,Mine,166,42,4,2,71.43,78.26,36.84,72.00 q2s/sonar,nbk,cat,Mine,166,42,4,2,73.81,81.82,35.00,72.00 q2s/sonar,oneR,cat,Mine,166,42,4,2,64.29,75.00,45.45,60.00 q2s/sonar,bayes,cat,Mine,167,41,4,3,75.61,87.50,32.00,63.64 q2s/sonar,j48,cat,Mine,167,41,4,3,82.93,82.61,16.67,86.36 q2s/sonar,nbk,cat,Mine,167,41,4,3,80.49,85.00,23.81,77.27 q2s/sonar,oneR,cat,Mine,167,41,4,3,70.73,72.73,31.58,72.73 q2s/sonar,bayes,cat,Mine,166,42,4,4,64.29,73.33,40.74,50.00 q2s/sonar,j48,cat,Mine,166,42,4,4,83.33,85.71,19.05,81.82 q2s/sonar,nbk,cat,Mine,166,42,4,4,73.81,76.19,28.57,72.73 q2s/sonar,oneR,cat,Mine,166,42,4,4,50.00,52.00,52.94,59.09 q2s/sonar,bayes,cat,Mine,167,41,4,5,68.29,63.16,27.27,66.67 q2s/sonar,j48,cat,Mine,167,41,4,5,65.85,57.69,20.00,83.33 q2s/sonar,nbk,cat,Mine,167,41,4,5,68.29,61.90,25.00,72.22 q2s/sonar,oneR,cat,Mine,167,41,4,5,51.22,46.15,40.00,66.67 q2s/sonar,bayes,cat,Mine,167,41,5,1,63.41,66.67,37.50,33.33 q2s/sonar,j48,cat,Mine,167,41,5,1,70.73,66.67,26.09,66.67 q2s/sonar,nbk,cat,Mine,167,41,5,1,70.73,75.00,31.03,50.00 q2s/sonar,oneR,cat,Mine,167,41,5,1,68.29,63.16,27.27,66.67 q2s/sonar,bayes,cat,Mine,166,42,5,2,61.90,100.00,50.00,38.46 q2s/sonar,j48,cat,Mine,166,42,5,2,85.71,88.46,18.75,88.46 q2s/sonar,nbk,cat,Mine,166,42,5,2,71.43,88.89,41.67,61.54 q2s/sonar,oneR,cat,Mine,166,42,5,2,66.67,70.00,41.67,80.77 q2s/sonar,bayes,cat,Mine,167,41,5,3,63.41,76.47,45.83,54.17 q2s/sonar,j48,cat,Mine,167,41,5,3,70.73,80.00,38.10,66.67 q2s/sonar,nbk,cat,Mine,167,41,5,3,65.85,77.78,43.48,58.33 q2s/sonar,oneR,cat,Mine,167,41,5,3,60.98,70.00,47.62,58.33 q2s/sonar,bayes,cat,Mine,166,42,5,4,73.81,68.42,21.74,72.22 q2s/sonar,j48,cat,Mine,166,42,5,4,85.71,77.27,5.00,94.44 q2s/sonar,nbk,cat,Mine,166,42,5,4,71.43,62.50,16.67,83.33 q2s/sonar,oneR,cat,Mine,166,42,5,4,64.29,55.17,15.38,88.89 q2s/sonar,bayes,cat,Mine,167,41,5,5,75.61,82.61,33.33,76.00 q2s/sonar,j48,cat,Mine,167,41,5,5,82.93,82.14,15.38,92.00 q2s/sonar,nbk,cat,Mine,167,41,5,5,80.49,86.96,27.78,80.00 q2s/sonar,oneR,cat,Mine,167,41,5,5,56.10,61.29,60.00,76.00 q2s/sonar,bayes,disctree,Mine,167,41,1,1,75.61,79.17,29.41,79.17 q2s/sonar,j48,disctree,Mine,167,41,1,1,85.37,90.91,21.05,83.33 q2s/sonar,nbk,disctree,Mine,167,41,1,1,75.61,79.17,29.41,79.17 q2s/sonar,oneR,disctree,Mine,167,41,1,1,68.29,76.19,40.00,66.67 q2s/sonar,bayes,disctree,Mine,166,42,1,2,73.81,82.61,36.84,73.08 q2s/sonar,j48,disctree,Mine,166,42,1,2,71.43,85.00,40.91,65.38 q2s/sonar,nbk,disctree,Mine,166,42,1,2,73.81,82.61,36.84,73.08 q2s/sonar,oneR,disctree,Mine,166,42,1,2,71.43,79.17,38.89,73.08 q2s/sonar,bayes,disctree,Mine,167,41,1,3,65.85,57.69,20.00,83.33 q2s/sonar,j48,disctree,Mine,167,41,1,3,58.54,52.17,33.33,66.67 q2s/sonar,nbk,disctree,Mine,167,41,1,3,65.85,57.69,20.00,83.33 q2s/sonar,oneR,disctree,Mine,167,41,1,3,58.54,52.17,33.33,66.67 q2s/sonar,bayes,disctree,Mine,166,42,1,4,78.57,66.67,0.00,100.00 q2s/sonar,j48,disctree,Mine,166,42,1,4,64.29,58.82,32.00,55.56 q2s/sonar,nbk,disctree,Mine,166,42,1,4,78.57,66.67,0.00,100.00 q2s/sonar,oneR,disctree,Mine,166,42,1,4,69.05,66.67,29.63,55.56 q2s/sonar,bayes,disctree,Mine,167,41,1,5,68.29,73.91,38.89,70.83 q2s/sonar,j48,disctree,Mine,167,41,1,5,60.98,64.29,46.15,75.00 q2s/sonar,nbk,disctree,Mine,167,41,1,5,68.29,73.91,38.89,70.83 q2s/sonar,oneR,disctree,Mine,167,41,1,5,63.41,66.67,42.86,75.00 q2s/sonar,bayes,disctree,Mine,167,41,2,1,68.29,89.47,50.00,60.71 q2s/sonar,j48,disctree,Mine,167,41,2,1,68.29,82.61,50.00,67.86 q2s/sonar,nbk,disctree,Mine,167,41,2,1,68.29,89.47,50.00,60.71 q2s/sonar,oneR,disctree,Mine,167,41,2,1,68.29,85.71,50.00,64.29 q2s/sonar,bayes,disctree,Mine,166,42,2,2,76.19,68.00,11.76,89.47 q2s/sonar,j48,disctree,Mine,166,42,2,2,76.19,68.00,11.76,89.47 q2s/sonar,nbk,disctree,Mine,166,42,2,2,76.19,68.00,11.76,89.47 q2s/sonar,oneR,disctree,Mine,166,42,2,2,71.43,65.22,21.05,78.95 q2s/sonar,bayes,disctree,Mine,167,41,2,3,73.17,69.57,22.22,80.00 q2s/sonar,j48,disctree,Mine,167,41,2,3,70.73,68.18,26.32,75.00 q2s/sonar,nbk,disctree,Mine,167,41,2,3,73.17,69.57,22.22,80.00 q2s/sonar,oneR,disctree,Mine,167,41,2,3,60.98,62.50,40.00,50.00 q2s/sonar,bayes,disctree,Mine,166,42,2,4,73.81,66.67,16.67,84.21 q2s/sonar,j48,disctree,Mine,166,42,2,4,73.81,70.00,22.73,73.68 q2s/sonar,nbk,disctree,Mine,166,42,2,4,73.81,66.67,16.67,84.21 q2s/sonar,oneR,disctree,Mine,166,42,2,4,66.67,61.90,28.57,68.42 q2s/sonar,bayes,disctree,Mine,167,41,2,5,63.41,64.71,42.86,88.00 q2s/sonar,j48,disctree,Mine,167,41,2,5,58.54,68.18,52.63,60.00 q2s/sonar,nbk,disctree,Mine,167,41,2,5,63.41,64.71,42.86,88.00 q2s/sonar,oneR,disctree,Mine,167,41,2,5,56.10,66.67,55.00,56.00 q2s/sonar,bayes,disctree,Mine,167,41,3,1,70.73,73.91,33.33,73.91 q2s/sonar,j48,disctree,Mine,167,41,3,1,65.85,69.57,38.89,69.57 q2s/sonar,nbk,disctree,Mine,167,41,3,1,70.73,73.91,33.33,73.91 q2s/sonar,oneR,disctree,Mine,167,41,3,1,60.98,66.67,45.00,60.87 q2s/sonar,bayes,disctree,Mine,166,42,3,2,78.57,71.43,7.14,95.24 q2s/sonar,j48,disctree,Mine,166,42,3,2,59.52,58.33,38.89,66.67 q2s/sonar,nbk,disctree,Mine,166,42,3,2,78.57,71.43,7.14,95.24 q2s/sonar,oneR,disctree,Mine,166,42,3,2,57.14,56.00,41.18,66.67 q2s/sonar,bayes,disctree,Mine,167,41,3,3,58.54,59.09,42.11,61.90 q2s/sonar,j48,disctree,Mine,167,41,3,3,70.73,69.57,27.78,76.19 q2s/sonar,nbk,disctree,Mine,167,41,3,3,58.54,59.09,42.11,61.90 q2s/sonar,oneR,disctree,Mine,167,41,3,3,53.66,58.33,48.28,33.33 q2s/sonar,bayes,disctree,Mine,166,42,3,4,69.05,77.27,40.00,68.00 q2s/sonar,j48,disctree,Mine,166,42,3,4,76.19,85.71,33.33,72.00 q2s/sonar,nbk,disctree,Mine,166,42,3,4,69.05,77.27,40.00,68.00 q2s/sonar,oneR,disctree,Mine,166,42,3,4,69.05,77.27,40.00,68.00 q2s/sonar,bayes,disctree,Mine,167,41,3,5,75.61,72.00,18.75,85.71 q2s/sonar,j48,disctree,Mine,167,41,3,5,60.98,60.87,38.89,66.67 q2s/sonar,nbk,disctree,Mine,167,41,3,5,75.61,72.00,18.75,85.71 q2s/sonar,oneR,disctree,Mine,167,41,3,5,60.98,61.90,40.00,61.90 q2s/sonar,bayes,disctree,Mine,167,41,4,1,73.17,69.23,20.00,85.71 q2s/sonar,j48,disctree,Mine,167,41,4,1,60.98,64.71,41.67,52.38 q2s/sonar,nbk,disctree,Mine,167,41,4,1,73.17,69.23,20.00,85.71 q2s/sonar,oneR,disctree,Mine,167,41,4,1,60.98,63.16,40.91,57.14 q2s/sonar,bayes,disctree,Mine,166,42,4,2,66.67,50.00,18.18,71.43 q2s/sonar,j48,disctree,Mine,166,42,4,2,64.29,47.62,19.05,71.43 q2s/sonar,nbk,disctree,Mine,166,42,4,2,66.67,50.00,18.18,71.43 q2s/sonar,oneR,disctree,Mine,166,42,4,2,69.05,52.63,17.39,71.43 q2s/sonar,bayes,disctree,Mine,167,41,4,3,80.49,79.17,17.65,86.36 q2s/sonar,j48,disctree,Mine,167,41,4,3,51.22,57.14,51.85,36.36 q2s/sonar,nbk,disctree,Mine,167,41,4,3,80.49,79.17,17.65,86.36 q2s/sonar,oneR,disctree,Mine,167,41,4,3,65.85,68.18,36.84,68.18 q2s/sonar,bayes,disctree,Mine,166,42,4,4,71.43,80.77,43.75,75.00 q2s/sonar,j48,disctree,Mine,166,42,4,4,54.76,80.00,59.26,42.86 q2s/sonar,nbk,disctree,Mine,166,42,4,4,71.43,80.77,43.75,75.00 q2s/sonar,oneR,disctree,Mine,166,42,4,4,54.76,80.00,59.26,42.86 q2s/sonar,bayes,disctree,Mine,167,41,4,5,70.73,76.92,40.00,76.92 q2s/sonar,j48,disctree,Mine,167,41,4,5,75.61,76.67,27.27,88.46 q2s/sonar,nbk,disctree,Mine,167,41,4,5,70.73,76.92,40.00,76.92 q2s/sonar,oneR,disctree,Mine,167,41,4,5,51.22,63.64,63.16,53.85 q2s/sonar,bayes,disctree,Mine,167,41,5,1,73.17,76.92,33.33,80.00 q2s/sonar,j48,disctree,Mine,167,41,5,1,58.54,72.22,52.17,52.00 q2s/sonar,nbk,disctree,Mine,167,41,5,1,73.17,76.92,33.33,80.00 q2s/sonar,oneR,disctree,Mine,167,41,5,1,58.54,75.00,52.00,48.00 q2s/sonar,bayes,disctree,Mine,166,42,5,2,71.43,67.86,21.43,86.36 q2s/sonar,j48,disctree,Mine,166,42,5,2,61.90,65.00,40.91,59.09 q2s/sonar,nbk,disctree,Mine,166,42,5,2,71.43,67.86,21.43,86.36 q2s/sonar,oneR,disctree,Mine,166,42,5,2,59.52,61.90,42.86,59.09 q2s/sonar,bayes,disctree,Mine,167,41,5,3,73.17,68.00,18.75,85.00 q2s/sonar,j48,disctree,Mine,167,41,5,3,73.17,71.43,25.00,75.00 q2s/sonar,nbk,disctree,Mine,167,41,5,3,73.17,68.00,18.75,85.00 q2s/sonar,oneR,disctree,Mine,167,41,5,3,73.17,71.43,25.00,75.00 q2s/sonar,bayes,disctree,Mine,166,42,5,4,78.57,80.95,23.81,77.27 q2s/sonar,j48,disctree,Mine,166,42,5,4,71.43,75.00,31.82,68.18 q2s/sonar,nbk,disctree,Mine,166,42,5,4,78.57,80.95,23.81,77.27 q2s/sonar,oneR,disctree,Mine,166,42,5,4,71.43,77.78,33.33,63.64 q2s/sonar,bayes,disctree,Mine,167,41,5,5,75.61,80.00,28.57,72.73 q2s/sonar,j48,disctree,Mine,167,41,5,5,63.41,64.00,37.50,72.73 q2s/sonar,nbk,disctree,Mine,167,41,5,5,75.61,80.00,28.57,72.73 q2s/sonar,oneR,disctree,Mine,167,41,5,5,68.29,71.43,35.00,68.18 q2s/sonar,bayes,tbin,Mine,167,41,1,1,75.61,80.95,30.00,73.91 q2s/sonar,j48,tbin,Mine,167,41,1,1,75.61,80.95,30.00,73.91 q2s/sonar,nbk,tbin,Mine,167,41,1,1,75.61,80.95,30.00,73.91 q2s/sonar,oneR,tbin,Mine,167,41,1,1,75.61,76.00,25.00,82.61 q2s/sonar,bayes,tbin,Mine,166,42,1,2,83.33,92.00,29.41,82.14 q2s/sonar,j48,tbin,Mine,166,42,1,2,64.29,78.26,52.63,64.29 q2s/sonar,nbk,tbin,Mine,166,42,1,2,83.33,92.00,29.41,82.14 q2s/sonar,oneR,tbin,Mine,166,42,1,2,80.95,88.46,31.25,82.14 q2s/sonar,bayes,tbin,Mine,167,41,1,3,73.17,70.83,23.53,80.95 q2s/sonar,j48,tbin,Mine,167,41,1,3,68.29,64.29,23.08,85.71 q2s/sonar,nbk,tbin,Mine,167,41,1,3,73.17,70.83,23.53,80.95 q2s/sonar,oneR,tbin,Mine,167,41,1,3,68.29,66.67,29.41,76.19 q2s/sonar,bayes,tbin,Mine,166,42,1,4,76.19,75.00,22.22,81.82 q2s/sonar,j48,tbin,Mine,166,42,1,4,61.90,63.64,40.00,63.64 q2s/sonar,nbk,tbin,Mine,166,42,1,4,76.19,75.00,22.22,81.82 q2s/sonar,oneR,tbin,Mine,166,42,1,4,57.14,61.11,45.83,50.00 q2s/sonar,bayes,tbin,Mine,167,41,1,5,70.73,61.11,21.74,68.75 q2s/sonar,j48,tbin,Mine,167,41,1,5,65.85,55.00,23.81,68.75 q2s/sonar,nbk,tbin,Mine,167,41,1,5,70.73,61.11,21.74,68.75 q2s/sonar,oneR,tbin,Mine,167,41,1,5,68.29,57.14,20.00,75.00 q2s/sonar,bayes,tbin,Mine,167,41,2,1,87.80,86.36,10.53,90.48 q2s/sonar,j48,tbin,Mine,167,41,2,1,60.98,64.71,41.67,52.38 q2s/sonar,nbk,tbin,Mine,167,41,2,1,87.80,86.36,10.53,90.48 q2s/sonar,oneR,tbin,Mine,167,41,2,1,56.10,60.00,46.15,42.86 q2s/sonar,bayes,tbin,Mine,166,42,2,2,78.57,76.92,18.75,86.96 q2s/sonar,j48,tbin,Mine,166,42,2,2,59.52,61.54,43.75,69.57 q2s/sonar,nbk,tbin,Mine,166,42,2,2,78.57,76.92,18.75,86.96 q2s/sonar,oneR,tbin,Mine,166,42,2,2,66.67,66.67,33.33,78.26 q2s/sonar,bayes,tbin,Mine,167,41,2,3,60.98,70.37,57.14,70.37 q2s/sonar,j48,tbin,Mine,167,41,2,3,65.85,70.97,50.00,81.48 q2s/sonar,nbk,tbin,Mine,167,41,2,3,60.98,70.37,57.14,70.37 q2s/sonar,oneR,tbin,Mine,167,41,2,3,58.54,67.86,61.54,70.37 q2s/sonar,bayes,tbin,Mine,166,42,2,4,73.81,68.75,23.08,64.71 q2s/sonar,j48,tbin,Mine,166,42,2,4,71.43,61.90,19.05,76.47 q2s/sonar,nbk,tbin,Mine,166,42,2,4,73.81,68.75,23.08,64.71 q2s/sonar,oneR,tbin,Mine,166,42,2,4,80.95,76.47,16.00,76.47 q2s/sonar,bayes,tbin,Mine,167,41,2,5,85.37,84.00,12.50,91.30 q2s/sonar,j48,tbin,Mine,167,41,2,5,80.49,75.86,8.33,95.65 q2s/sonar,nbk,tbin,Mine,167,41,2,5,85.37,84.00,12.50,91.30 q2s/sonar,oneR,tbin,Mine,167,41,2,5,78.05,76.92,20.00,86.96 q2s/sonar,bayes,tbin,Mine,167,41,3,1,85.37,79.17,5.88,95.00 q2s/sonar,j48,tbin,Mine,167,41,3,1,70.73,70.00,28.57,70.00 q2s/sonar,nbk,tbin,Mine,167,41,3,1,85.37,79.17,5.88,95.00 q2s/sonar,oneR,tbin,Mine,167,41,3,1,80.49,77.27,15.79,85.00 q2s/sonar,bayes,tbin,Mine,166,42,3,2,73.81,88.24,36.00,62.50 q2s/sonar,j48,tbin,Mine,166,42,3,2,71.43,77.27,35.00,70.83 q2s/sonar,nbk,tbin,Mine,166,42,3,2,73.81,88.24,36.00,62.50 q2s/sonar,oneR,tbin,Mine,166,42,3,2,71.43,73.08,31.25,79.17 q2s/sonar,bayes,tbin,Mine,167,41,3,3,70.73,62.50,17.65,83.33 q2s/sonar,j48,tbin,Mine,167,41,3,3,58.54,51.85,28.57,77.78 q2s/sonar,nbk,tbin,Mine,167,41,3,3,70.73,62.50,17.65,83.33 q2s/sonar,oneR,tbin,Mine,167,41,3,3,60.98,54.17,29.41,72.22 q2s/sonar,bayes,tbin,Mine,166,42,3,4,73.81,69.23,18.75,85.71 q2s/sonar,j48,tbin,Mine,166,42,3,4,64.29,63.64,35.00,66.67 q2s/sonar,nbk,tbin,Mine,166,42,3,4,73.81,69.23,18.75,85.71 q2s/sonar,oneR,tbin,Mine,166,42,3,4,76.19,72.00,17.65,85.71 q2s/sonar,bayes,tbin,Mine,167,41,3,5,78.05,91.30,38.89,75.00 q2s/sonar,j48,tbin,Mine,167,41,3,5,78.05,82.76,33.33,85.71 q2s/sonar,nbk,tbin,Mine,167,41,3,5,78.05,91.30,38.89,75.00 q2s/sonar,oneR,tbin,Mine,167,41,3,5,68.29,80.00,50.00,71.43 q2s/sonar,bayes,tbin,Mine,167,41,4,1,78.05,81.82,26.32,78.26 q2s/sonar,j48,tbin,Mine,167,41,4,1,65.85,71.43,40.00,65.22 q2s/sonar,nbk,tbin,Mine,167,41,4,1,78.05,81.82,26.32,78.26 q2s/sonar,oneR,tbin,Mine,167,41,4,1,68.29,72.73,36.84,69.57 q2s/sonar,bayes,tbin,Mine,166,42,4,2,76.19,80.00,29.41,80.00 q2s/sonar,j48,tbin,Mine,166,42,4,2,61.90,69.57,47.37,64.00 q2s/sonar,nbk,tbin,Mine,166,42,4,2,76.19,80.00,29.41,80.00 q2s/sonar,oneR,tbin,Mine,166,42,4,2,64.29,75.00,45.45,60.00 q2s/sonar,bayes,tbin,Mine,167,41,4,3,75.61,88.24,33.33,65.22 q2s/sonar,j48,tbin,Mine,167,41,4,3,63.41,68.18,42.11,65.22 q2s/sonar,nbk,tbin,Mine,167,41,4,3,75.61,88.24,33.33,65.22 q2s/sonar,oneR,tbin,Mine,167,41,4,3,65.85,68.00,37.50,73.91 q2s/sonar,bayes,tbin,Mine,166,42,4,4,80.95,71.43,9.52,88.24 q2s/sonar,j48,tbin,Mine,166,42,4,4,71.43,63.16,21.74,70.59 q2s/sonar,nbk,tbin,Mine,166,42,4,4,80.95,71.43,9.52,88.24 q2s/sonar,oneR,tbin,Mine,166,42,4,4,73.81,63.64,15.00,82.35 q2s/sonar,bayes,tbin,Mine,167,41,4,5,82.93,82.61,16.67,86.36 q2s/sonar,j48,tbin,Mine,167,41,4,5,65.85,70.00,38.10,63.64 q2s/sonar,nbk,tbin,Mine,167,41,4,5,82.93,82.61,16.67,86.36 q2s/sonar,oneR,tbin,Mine,167,41,4,5,70.73,72.73,31.58,72.73 q2s/sonar,bayes,tbin,Mine,167,41,5,1,78.05,84.62,25.00,61.11 q2s/sonar,j48,tbin,Mine,167,41,5,1,68.29,61.90,25.00,72.22 q2s/sonar,nbk,tbin,Mine,167,41,5,1,78.05,84.62,25.00,61.11 q2s/sonar,oneR,tbin,Mine,167,41,5,1,58.54,52.17,33.33,66.67 q2s/sonar,bayes,tbin,Mine,166,42,5,2,76.19,75.00,22.73,75.00 q2s/sonar,j48,tbin,Mine,166,42,5,2,71.43,66.67,22.22,80.00 q2s/sonar,nbk,tbin,Mine,166,42,5,2,76.19,75.00,22.73,75.00 q2s/sonar,oneR,tbin,Mine,166,42,5,2,73.81,68.00,17.65,85.00 q2s/sonar,bayes,tbin,Mine,167,41,5,3,82.93,82.14,15.38,92.00 q2s/sonar,j48,tbin,Mine,167,41,5,3,65.85,76.19,45.00,64.00 q2s/sonar,nbk,tbin,Mine,167,41,5,3,82.93,82.14,15.38,92.00 q2s/sonar,oneR,tbin,Mine,167,41,5,3,73.17,79.17,35.29,76.00 q2s/sonar,bayes,tbin,Mine,166,42,5,4,78.57,75.86,15.38,91.67 q2s/sonar,j48,tbin,Mine,166,42,5,4,66.67,67.86,35.71,79.17 q2s/sonar,nbk,tbin,Mine,166,42,5,4,78.57,75.86,15.38,91.67 q2s/sonar,oneR,tbin,Mine,166,42,5,4,73.81,74.07,26.67,83.33 q2s/sonar,bayes,tbin,Mine,167,41,5,5,73.17,75.00,29.41,78.26 q2s/sonar,j48,tbin,Mine,167,41,5,5,73.17,83.33,34.78,65.22 q2s/sonar,nbk,tbin,Mine,167,41,5,5,73.17,75.00,29.41,78.26 q2s/sonar,oneR,tbin,Mine,167,41,5,5,63.41,68.18,42.11,65.22 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,90.24,85.71,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,85.37,84.62,13.33,91.67 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,90.24,85.71,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,75.61,75.00,23.08,87.50 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,88.10,91.67,16.67,88.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,83.33,87.50,22.22,84.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,88.10,91.67,16.67,88.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,76.19,80.00,29.41,80.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,80.49,78.26,16.67,85.71 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,85.37,89.47,18.18,80.95 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,80.49,78.26,16.67,85.71 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,75.61,73.91,22.22,80.95 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,80.95,80.77,18.75,87.50 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,73.81,78.26,31.58,75.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,80.95,80.77,18.75,87.50 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,69.05,70.37,33.33,79.17 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,85.37,81.25,12.00,81.25 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,85.37,81.25,12.00,81.25 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,85.37,81.25,12.00,81.25 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,82.93,76.47,12.50,81.25 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,1,82.93,82.61,16.67,86.36 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,1,85.37,83.33,11.76,90.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,1,82.93,82.61,16.67,86.36 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,1,78.05,78.26,22.22,81.82 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,2,90.48,89.47,8.70,89.47 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,2,80.95,76.19,14.29,84.21 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,2,90.48,89.47,8.70,89.47 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,2,78.57,72.73,15.00,84.21 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,3,82.93,77.78,7.14,95.45 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,3,78.05,74.07,14.29,90.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,3,82.93,77.78,7.14,95.45 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,3,73.17,70.37,21.43,86.36 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,4,80.95,86.96,26.32,80.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,4,78.57,86.36,30.00,76.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,4,80.95,86.96,26.32,80.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,4,71.43,78.26,36.84,72.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,5,90.24,91.30,11.11,91.30 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,5,85.37,86.96,16.67,86.96 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,5,90.24,91.30,11.11,91.30 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,5,78.05,76.92,20.00,86.96 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,85.37,82.61,11.11,90.48 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,78.05,75.00,17.65,85.71 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,85.37,82.61,11.11,90.48 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,80.49,80.95,20.00,80.95 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,90.48,95.65,15.79,88.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,80.95,90.48,28.57,76.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,90.48,95.65,15.79,88.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,83.33,90.91,25.00,80.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,90.24,95.24,15.00,86.96 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,82.93,90.00,23.81,78.26 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,90.24,95.24,15.00,86.96 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,68.29,85.71,40.74,52.17 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,88.10,82.14,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,80.95,80.00,17.65,86.96 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,88.10,82.14,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,66.67,64.52,27.27,86.96 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,75.61,71.43,20.00,78.95 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,65.85,60.87,27.78,73.68 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,75.61,71.43,20.00,78.95 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,70.73,64.00,18.75,84.21 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,82.93,75.00,9.52,88.24 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,80.49,69.57,5.56,94.12 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,82.93,75.00,9.52,88.24 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,73.17,63.64,15.79,82.35 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,88.10,86.36,10.00,90.48 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,76.19,78.95,26.09,71.43 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,88.10,86.36,10.00,90.48 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,57.14,54.84,36.36,80.95 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,85.37,89.29,23.08,89.29 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,70.73,76.67,45.45,82.14 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,85.37,89.29,23.08,89.29 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,56.10,67.86,69.23,67.86 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,92.86,91.30,5.26,95.45 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,85.71,94.44,20.83,77.27 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,92.86,91.30,5.26,95.45 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,78.57,84.21,26.09,72.73 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,78.05,79.17,23.53,82.61 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,75.61,84.21,31.82,69.57 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,78.05,79.17,23.53,82.61 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,75.61,78.26,27.78,78.26 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,78.05,80.95,25.00,77.27 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,75.61,83.33,30.43,68.18 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,78.05,80.95,25.00,77.27 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,70.73,67.86,23.08,86.36 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,90.48,95.83,16.67,88.46 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,80.95,95.00,31.82,73.08 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,90.48,95.83,16.67,88.46 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,78.57,90.48,33.33,73.08 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,95.12,95.24,5.00,95.24 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,85.37,82.61,11.11,90.48 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,95.12,95.24,5.00,95.24 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,87.80,83.33,5.88,95.24 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,90.48,87.50,5.56,95.45 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,83.33,77.78,6.67,95.45 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,90.48,87.50,5.56,95.45 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,73.81,73.91,26.32,77.27 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,73.17,69.57,22.22,80.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,70.73,65.38,20.00,85.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,73.17,69.57,22.22,80.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,56.10,54.17,41.18,65.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,1,38.97,0.00,55.56,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,2,94.89,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,2,39.42,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,3,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,4,35.04,28.57,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,5,87.50,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,5,38.97,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,1,33.82,0.00,80.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,2,33.58,25.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,3,86.76,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,3,43.38,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,4,37.23,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,5,94.12,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,5,36.76,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,3,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,3,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,3,2,94.16,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,3,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,3,2,42.34,20.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,3,3,88.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,3,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,3,3,88.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,3,3,37.50,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,3,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,3,4,86.86,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,3,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,3,4,37.23,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,3,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,3,5,94.85,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,3,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,3,5,34.56,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,1,31.62,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,2,86.86,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,2,38.69,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,3,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,3,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,3,34.56,0.00,71.43,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,4,94.89,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,4,42.34,0.00,80.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,5,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,5,44.12,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,1,96.32,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,1,94.12,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,1,96.32,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,1,45.59,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,2,31.39,25.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,3,89.71,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,3,84.56,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,3,89.71,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,3,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,4,39.42,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,5,88.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,5,88.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,5,33.09,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,1,37.50,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,2,87.59,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,2,34.31,0.00,50.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,3,94.85,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,3,91.91,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,3,94.85,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,3,44.12,0.00,75.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,4,40.88,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 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q2s/soybean,oneR,tbin,charcoal-rot,546,136,3,3,40.44,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,545,137,3,4,95.62,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,545,137,3,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,545,137,3,4,95.62,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,545,137,3,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,136,3,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,136,3,5,94.12,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,136,3,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,136,3,5,44.85,0.00,57.14,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,136,4,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,136,4,1,33.82,0.00,100.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,545,137,4,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,545,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,545,137,4,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,545,137,4,2,39.42,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,136,4,3,35.29,22.22,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,545,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,545,137,4,4,86.86,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,545,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,545,137,4,4,40.15,0.00,71.43,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,136,4,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,136,4,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,136,4,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,136,4,5,37.50,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,1,90.44,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,1,90.44,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,2,37.96,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,3,94.85,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,3,95.59,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,3,94.85,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,3,38.24,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,4,93.43,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,4,39.42,0.00,60.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,5,87.50,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,5,34.56,0.00,66.67,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,1,36.76,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,2,83.94,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,2,37.96,37.50,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,3,89.71,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,3,89.71,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,3,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,4,93.43,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,5,43.38,0.00,71.43,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,1,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,1,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,1,37.50,0.00,50.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,2,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,2,35.04,0.00,60.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,3,37.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,4,89.78,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,4,88.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,4,89.78,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,4,43.80,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,5,94.12,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,5,31.62,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,1,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,1,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,1,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,1,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,2,84.67,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,2,84.67,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,2,36.50,42.86,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,3,86.76,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,3,32.35,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,4,95.62,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,4,96.35,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,4,95.62,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,4,44.53,0.00,66.67,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,5,38.97,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,1,90.44,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,1,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,1,90.44,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,1,38.97,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,4,2,97.81,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,4,2,37.23,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,3,87.50,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,3,84.56,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,3,87.50,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,3,34.56,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,4,4,34.31,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,5,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,5,40.44,28.57,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,1,41.91,0.00,50.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,2,42.34,25.00,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,3,94.12,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,3,31.62,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,4,35.77,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,5,34.56,0.00,0.00,0.00 /home/donaldb/var/weka/xval.3274 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2549,637,1,1,95.13,97.92,1.99,97.92 q2s/splice,j48,cat,IE,2549,637,1,1,93.41,95.86,4.49,95.21 q2s/splice,nbk,cat,IE,2549,637,1,1,95.13,97.92,1.99,97.92 q2s/splice,oneR,cat,IE,2549,637,1,1,24.80,100.00,48.16,2.04 q2s/splice,bayes,cat,IE,2548,638,1,2,96.55,98.66,1.34,98.66 q2s/splice,j48,cat,IE,2548,638,1,2,94.36,97.96,3.25,96.64 q2s/splice,nbk,cat,IE,2548,638,1,2,96.55,98.66,1.34,98.66 q2s/splice,oneR,cat,IE,2548,638,1,2,24.61,100.00,49.50,2.60 q2s/splice,bayes,cat,IE,2548,638,1,3,94.20,97.79,4.23,95.68 q2s/splice,j48,cat,IE,2548,638,1,3,92.95,95.77,4.23,95.77 q2s/splice,nbk,cat,IE,2548,638,1,3,94.20,97.79,4.23,95.68 q2s/splice,oneR,cat,IE,2548,638,1,3,22.88,100.00,50.00,0.68 q2s/splice,bayes,cat,IE,2548,638,1,4,94.67,95.29,3.18,97.01 q2s/splice,j48,cat,IE,2548,638,1,4,94.98,99.37,3.57,96.34 q2s/splice,nbk,cat,IE,2548,638,1,4,94.67,95.29,3.18,97.01 q2s/splice,oneR,cat,IE,2548,638,1,4,26.33,100.00,50.60,1.16 q2s/splice,bayes,cat,IE,2551,635,1,5,95.12,95.95,0.00,100.00 q2s/splice,j48,cat,IE,2551,635,1,5,92.28,97.62,9.74,89.13 q2s/splice,nbk,cat,IE,2551,635,1,5,95.12,95.95,0.00,100.00 q2s/splice,oneR,cat,IE,2551,635,1,5,22.99,0.00,50.17,0.00 q2s/splice,bayes,cat,IE,2551,637,2,1,96.23,95.97,0.65,99.31 q2s/splice,j48,cat,IE,2551,637,2,1,94.66,97.84,3.05,96.45 q2s/splice,nbk,cat,IE,2551,637,2,1,96.23,95.97,0.65,99.31 q2s/splice,oneR,cat,IE,2551,637,2,1,25.75,100.00,47.42,0.68 q2s/splice,bayes,cat,IE,2550,638,2,2,94.67,95.65,2.00,97.78 q2s/splice,j48,cat,IE,2550,638,2,2,92.79,99.20,7.78,90.51 q2s/splice,nbk,cat,IE,2550,638,2,2,94.67,95.65,2.00,97.78 q2s/splice,oneR,cat,IE,2550,638,2,2,24.76,100.00,47.14,0.71 q2s/splice,bayes,cat,IE,2550,638,2,3,95.77,98.84,2.76,97.70 q2s/splice,j48,cat,IE,2550,638,2,3,93.89,98.16,4.76,95.81 q2s/splice,nbk,cat,IE,2550,638,2,3,95.77,98.84,2.76,97.70 q2s/splice,oneR,cat,IE,2550,638,2,3,23.35,100.00,54.46,0.56 q2s/splice,bayes,cat,IE,2550,638,2,4,94.20,97.18,1.43,98.57 q2s/splice,j48,cat,IE,2550,638,2,4,95.14,98.57,2.70,97.18 q2s/splice,nbk,cat,IE,2550,638,2,4,94.20,97.18,1.43,98.57 q2s/splice,oneR,cat,IE,2550,638,2,4,23.67,100.00,48.97,1.38 q2s/splice,bayes,cat,IE,2551,637,2,5,96.08,96.73,2.82,97.37 q2s/splice,j48,cat,IE,2551,637,2,5,93.25,96.55,7.24,92.72 q2s/splice,nbk,cat,IE,2551,637,2,5,96.08,96.73,2.82,97.37 q2s/splice,oneR,cat,IE,2551,637,2,5,23.70,100.00,50.83,1.92 q2s/splice,bayes,cat,IE,2549,637,3,1,95.76,97.24,1.33,98.60 q2s/splice,j48,cat,IE,2549,637,3,1,94.19,98.52,3.77,95.68 q2s/splice,nbk,cat,IE,2549,637,3,1,95.76,97.24,1.33,98.60 q2s/splice,oneR,cat,IE,2549,637,3,1,25.27,100.00,47.35,1.38 q2s/splice,bayes,cat,IE,2548,638,3,2,95.92,98.09,1.44,98.72 q2s/splice,j48,cat,IE,2548,638,3,2,92.63,99.33,6.00,94.27 q2s/splice,nbk,cat,IE,2548,638,3,2,95.92,98.09,1.44,98.72 q2s/splice,oneR,cat,IE,2548,638,3,2,22.73,100.00,52.81,1.23 q2s/splice,bayes,cat,IE,2548,638,3,3,96.24,95.62,2.65,97.04 q2s/splice,j48,cat,IE,2548,638,3,3,92.95,96.92,5.13,94.03 q2s/splice,nbk,cat,IE,2548,638,3,3,96.24,95.62,2.65,97.04 q2s/splice,oneR,cat,IE,2548,638,3,3,24.76,100.00,46.60,0.72 q2s/splice,bayes,cat,IE,2548,638,3,4,95.45,96.77,1.43,98.68 q2s/splice,j48,cat,IE,2548,638,3,4,93.26,95.36,6.80,93.51 q2s/splice,nbk,cat,IE,2548,638,3,4,95.45,96.77,1.43,98.68 q2s/splice,oneR,cat,IE,2548,638,3,4,23.04,100.00,51.82,0.63 q2s/splice,bayes,cat,IE,2551,635,3,5,93.86,98.08,3.25,96.84 q2s/splice,j48,cat,IE,2551,635,3,5,95.12,98.71,4.24,95.62 q2s/splice,nbk,cat,IE,2551,635,3,5,93.86,98.08,3.25,96.84 q2s/splice,oneR,cat,IE,2551,635,3,5,25.51,100.00,50.46,1.21 q2s/splice,bayes,cat,IE,2549,637,4,1,96.55,97.06,2.08,98.21 q2s/splice,j48,cat,IE,2549,637,4,1,93.56,100.00,9.32,91.02 q2s/splice,nbk,cat,IE,2549,637,4,1,96.55,97.06,2.08,98.21 q2s/splice,oneR,cat,IE,2549,637,4,1,23.55,100.00,53.48,1.74 q2s/splice,bayes,cat,IE,2548,638,4,2,95.14,97.92,2.86,97.24 q2s/splice,j48,cat,IE,2548,638,4,2,94.51,98.62,3.42,96.62 q2s/splice,nbk,cat,IE,2548,638,4,2,95.14,97.92,2.86,97.24 q2s/splice,oneR,cat,IE,2548,638,4,2,22.57,100.00,51.19,0.66 q2s/splice,bayes,cat,IE,2548,638,4,3,95.61,98.04,0.00,100.00 q2s/splice,j48,cat,IE,2548,638,4,3,93.10,95.42,3.33,96.69 q2s/splice,nbk,cat,IE,2548,638,4,3,95.61,98.04,0.00,100.00 q2s/splice,oneR,cat,IE,2548,638,4,3,24.76,100.00,50.00,1.90 q2s/splice,bayes,cat,IE,2548,638,4,4,95.30,96.80,1.88,97.58 q2s/splice,j48,cat,IE,2548,638,4,4,94.83,99.17,3.57,95.20 q2s/splice,nbk,cat,IE,2548,638,4,4,95.30,96.80,1.88,97.58 q2s/splice,oneR,cat,IE,2548,638,4,4,26.65,100.00,43.20,2.31 q2s/splice,bayes,cat,IE,2551,635,4,5,94.33,96.73,2.08,98.01 q2s/splice,j48,cat,IE,2551,635,4,5,93.86,94.30,0.70,99.33 q2s/splice,nbk,cat,IE,2551,635,4,5,94.33,96.73,2.08,98.01 q2s/splice,oneR,cat,IE,2551,635,4,5,24.25,0.00,50.16,0.00 q2s/splice,bayes,cat,IE,2546,637,5,1,93.88,97.26,0.72,99.30 q2s/splice,j48,cat,IE,2546,637,5,1,92.46,97.84,4.11,95.77 q2s/splice,nbk,cat,IE,2546,637,5,1,93.88,97.26,0.72,99.30 q2s/splice,oneR,cat,IE,2546,637,5,1,23.55,100.00,50.00,2.00 q2s/splice,bayes,cat,IE,2545,638,5,2,94.04,94.64,1.54,98.76 q2s/splice,j48,cat,IE,2545,638,5,2,94.51,97.59,4.38,96.43 q2s/splice,nbk,cat,IE,2545,638,5,2,94.04,94.64,1.54,98.76 q2s/splice,oneR,cat,IE,2545,638,5,2,22.10,100.00,54.87,1.17 q2s/splice,bayes,cat,IE,2545,638,5,3,95.92,98.68,2.42,97.40 q2s/splice,j48,cat,IE,2545,638,5,3,94.51,100.00,5.65,93.59 q2s/splice,nbk,cat,IE,2545,638,5,3,95.92,98.68,2.42,97.40 q2s/splice,oneR,cat,IE,2545,638,5,3,26.96,100.00,48.17,1.25 q2s/splice,bayes,cat,IE,2545,638,5,4,97.02,97.06,1.41,98.51 q2s/splice,j48,cat,IE,2545,638,5,4,95.61,96.21,4.67,94.78 q2s/splice,nbk,cat,IE,2545,638,5,4,97.02,97.06,1.41,98.51 q2s/splice,oneR,cat,IE,2545,638,5,4,23.67,100.00,47.35,1.47 q2s/splice,bayes,cat,IE,2551,632,5,5,94.94,98.62,2.60,97.28 q2s/splice,j48,cat,IE,2551,632,5,5,93.67,99.24,6.59,92.25 q2s/splice,nbk,cat,IE,2551,632,5,5,94.94,98.62,2.60,97.28 q2s/splice,oneR,cat,IE,2551,632,5,5,25.63,100.00,47.87,2.01 q2s/splice,bayes,disctree,IE,2546,637,1,1,95.45,97.37,1.60,98.67 q2s/splice,j48,disctree,IE,2546,637,1,1,91.99,97.99,6.72,94.19 q2s/splice,nbk,disctree,IE,2546,637,1,1,95.45,97.37,1.60,98.67 q2s/splice,oneR,disctree,IE,2546,637,1,1,21.66,100.00,53.98,3.11 q2s/splice,bayes,disctree,IE,2545,638,1,2,94.83,100.00,4.26,96.36 q2s/splice,j48,disctree,IE,2545,638,1,2,93.57,99.33,7.38,93.08 q2s/splice,nbk,disctree,IE,2545,638,1,2,94.83,100.00,4.26,96.36 q2s/splice,oneR,disctree,IE,2545,638,1,2,22.88,100.00,54.02,1.75 q2s/splice,bayes,disctree,IE,2545,638,1,3,95.14,94.78,0.65,99.22 q2s/splice,j48,disctree,IE,2545,638,1,3,92.95,94.49,2.55,96.77 q2s/splice,nbk,disctree,IE,2545,638,1,3,95.14,94.78,0.65,99.22 q2s/splice,oneR,disctree,IE,2545,638,1,3,26.02,100.00,44.03,1.53 q2s/splice,bayes,disctree,IE,2545,638,1,4,95.45,96.79,2.00,98.05 q2s/splice,j48,disctree,IE,2545,638,1,4,94.67,97.97,4.43,95.39 q2s/splice,nbk,disctree,IE,2545,638,1,4,95.45,96.79,2.00,98.05 q2s/splice,oneR,disctree,IE,2545,638,1,4,24.14,0.00,50.64,0.00 q2s/splice,bayes,disctree,IE,2551,632,1,5,94.94,97.20,1.24,98.58 q2s/splice,j48,disctree,IE,2551,632,1,5,94.78,97.86,4.02,95.14 q2s/splice,nbk,disctree,IE,2551,632,1,5,94.94,97.20,1.24,98.58 q2s/splice,oneR,disctree,IE,2551,632,1,5,27.37,100.00,45.54,1.38 q2s/splice,bayes,disctree,IE,2549,637,2,1,95.45,96.34,0.00,100.00 q2s/splice,j48,disctree,IE,2549,637,2,1,94.35,99.36,4.79,95.68 q2s/splice,nbk,disctree,IE,2549,637,2,1,95.45,96.34,0.00,100.00 q2s/splice,oneR,disctree,IE,2549,637,2,1,23.55,100.00,52.29,2.44 q2s/splice,bayes,disctree,IE,2548,638,2,2,94.67,97.42,2.16,98.05 q2s/splice,j48,disctree,IE,2548,638,2,2,93.73,97.40,5.48,94.94 q2s/splice,nbk,disctree,IE,2548,638,2,2,94.67,97.42,2.16,98.05 q2s/splice,oneR,disctree,IE,2548,638,2,2,22.88,100.00,52.61,0.62 q2s/splice,bayes,disctree,IE,2548,638,2,3,96.39,97.58,2.03,98.17 q2s/splice,j48,disctree,IE,2548,638,2,3,93.89,95.65,7.05,93.33 q2s/splice,nbk,disctree,IE,2548,638,2,3,96.39,97.58,2.03,98.17 q2s/splice,oneR,disctree,IE,2548,638,2,3,24.29,100.00,51.89,1.20 q2s/splice,bayes,disctree,IE,2548,638,2,4,95.30,97.60,1.86,97.60 q2s/splice,j48,disctree,IE,2548,638,2,4,94.36,96.83,2.42,96.83 q2s/splice,nbk,disctree,IE,2548,638,2,4,95.30,97.60,1.86,97.60 q2s/splice,oneR,disctree,IE,2548,638,2,4,26.49,100.00,43.24,0.78 q2s/splice,bayes,disctree,IE,2551,635,2,5,95.91,96.58,1.35,98.60 q2s/splice,j48,disctree,IE,2551,635,2,5,92.91,96.92,7.55,91.30 q2s/splice,nbk,disctree,IE,2551,635,2,5,95.91,96.58,1.35,98.60 q2s/splice,oneR,disctree,IE,2551,635,2,5,24.57,100.00,48.32,1.37 q2s/splice,bayes,disctree,IE,2545,637,3,1,96.08,96.58,0.00,100.00 q2s/splice,j48,disctree,IE,2545,637,3,1,93.25,97.81,4.64,95.04 q2s/splice,nbk,disctree,IE,2545,637,3,1,96.08,96.58,0.00,100.00 q2s/splice,oneR,disctree,IE,2545,637,3,1,23.70,0.00,49.16,0.00 q2s/splice,bayes,disctree,IE,2544,638,3,2,95.30,97.55,1.39,98.76 q2s/splice,j48,disctree,IE,2544,638,3,2,93.89,98.69,4.49,95.57 q2s/splice,nbk,disctree,IE,2544,638,3,2,95.30,97.55,1.39,98.76 q2s/splice,oneR,disctree,IE,2544,638,3,2,24.29,100.00,51.74,1.20 q2s/splice,bayes,disctree,IE,2544,638,3,3,96.39,96.34,1.32,98.75 q2s/splice,j48,disctree,IE,2544,638,3,3,94.51,98.04,3.77,96.15 q2s/splice,nbk,disctree,IE,2544,638,3,3,96.39,96.34,1.32,98.75 q2s/splice,oneR,disctree,IE,2544,638,3,3,25.24,100.00,50.16,1.85 q2s/splice,bayes,disctree,IE,2544,638,3,4,94.20,97.66,4.86,94.70 q2s/splice,j48,disctree,IE,2544,638,3,4,94.04,97.67,6.54,92.65 q2s/splice,nbk,disctree,IE,2544,638,3,4,94.20,97.66,4.86,94.70 q2s/splice,oneR,disctree,IE,2544,638,3,4,23.67,100.00,47.89,2.16 q2s/splice,bayes,disctree,IE,2551,631,3,5,95.09,96.67,0.69,99.32 q2s/splice,j48,disctree,IE,2551,631,3,5,93.82,97.24,3.31,96.58 q2s/splice,nbk,disctree,IE,2551,631,3,5,95.09,96.67,0.69,99.32 q2s/splice,oneR,disctree,IE,2551,631,3,5,24.56,100.00,49.50,1.32 q2s/splice,bayes,disctree,IE,2547,637,4,1,93.88,95.56,3.12,96.27 q2s/splice,j48,disctree,IE,2547,637,4,1,92.78,96.85,4.17,94.62 q2s/splice,nbk,disctree,IE,2547,637,4,1,93.88,95.56,3.12,96.27 q2s/splice,oneR,disctree,IE,2547,637,4,1,27.00,100.00,44.59,2.16 q2s/splice,bayes,disctree,IE,2546,638,4,2,96.71,97.42,0.72,99.34 q2s/splice,j48,disctree,IE,2546,638,4,2,94.83,98.64,5.44,94.77 q2s/splice,nbk,disctree,IE,2546,638,4,2,96.71,97.42,0.72,99.34 q2s/splice,oneR,disctree,IE,2546,638,4,2,22.41,0.00,52.33,0.00 q2s/splice,bayes,disctree,IE,2546,638,4,3,95.77,97.18,2.00,97.87 q2s/splice,j48,disctree,IE,2546,638,4,3,91.69,99.15,12.28,84.78 q2s/splice,nbk,disctree,IE,2546,638,4,3,95.77,97.18,2.00,97.87 q2s/splice,oneR,disctree,IE,2546,638,4,3,24.14,100.00,48.83,0.68 q2s/splice,bayes,disctree,IE,2546,638,4,4,96.55,98.09,0.69,99.35 q2s/splice,j48,disctree,IE,2546,638,4,4,92.32,99.33,6.62,93.67 q2s/splice,nbk,disctree,IE,2546,638,4,4,96.55,98.09,0.69,99.35 q2s/splice,oneR,disctree,IE,2546,638,4,4,23.67,100.00,51.47,1.25 q2s/splice,bayes,disctree,IE,2551,633,4,5,95.58,98.11,2.04,98.11 q2s/splice,j48,disctree,IE,2551,633,4,5,92.42,96.75,5.92,94.30 q2s/splice,nbk,disctree,IE,2551,633,4,5,95.58,98.11,2.04,98.11 q2s/splice,oneR,disctree,IE,2551,633,4,5,24.17,100.00,51.45,1.23 q2s/splice,bayes,disctree,IE,2547,637,5,1,96.39,97.44,0.00,100.00 q2s/splice,j48,disctree,IE,2547,637,5,1,94.66,99.31,2.61,97.30 q2s/splice,nbk,disctree,IE,2547,637,5,1,96.39,97.44,0.00,100.00 q2s/splice,oneR,disctree,IE,2547,637,5,1,24.80,100.00,49.51,1.29 q2s/splice,bayes,disctree,IE,2546,638,5,2,96.08,97.14,1.96,97.84 q2s/splice,j48,disctree,IE,2546,638,5,2,95.92,100.00,4.79,94.29 q2s/splice,nbk,disctree,IE,2546,638,5,2,96.08,97.14,1.96,97.84 q2s/splice,oneR,disctree,IE,2546,638,5,2,25.55,100.00,46.69,1.40 q2s/splice,bayes,disctree,IE,2546,638,5,3,95.77,98.77,2.92,97.56 q2s/splice,j48,disctree,IE,2546,638,5,3,93.26,98.72,7.59,93.33 q2s/splice,nbk,disctree,IE,2546,638,5,3,95.77,98.77,2.92,97.56 q2s/splice,oneR,disctree,IE,2546,638,5,3,21.94,100.00,55.05,1.17 q2s/splice,bayes,disctree,IE,2546,638,5,4,94.51,94.78,2.60,96.95 q2s/splice,j48,disctree,IE,2546,638,5,4,94.04,97.62,5.42,93.18 q2s/splice,nbk,disctree,IE,2546,638,5,4,94.51,94.78,2.60,96.95 q2s/splice,oneR,disctree,IE,2546,638,5,4,25.71,100.00,44.93,0.75 q2s/splice,bayes,disctree,IE,2551,633,5,5,94.31,96.88,3.47,96.88 q2s/splice,j48,disctree,IE,2551,633,5,5,92.89,96.86,5.48,95.06 q2s/splice,nbk,disctree,IE,2551,633,5,5,94.31,96.88,3.47,96.88 q2s/splice,oneR,disctree,IE,2551,633,5,5,23.22,100.00,52.75,0.61 q2s/splice,bayes,tbin,IE,2546,637,1,1,94.66,96.75,3.33,96.75 q2s/splice,j48,tbin,IE,2546,637,1,1,93.09,96.58,5.73,94.00 q2s/splice,nbk,tbin,IE,2546,637,1,1,94.66,96.75,3.33,96.75 q2s/splice,oneR,tbin,IE,2546,637,1,1,25.12,100.00,49.52,1.91 q2s/splice,bayes,tbin,IE,2545,638,1,2,95.92,96.75,2.31,98.03 q2s/splice,j48,tbin,IE,2545,638,1,2,94.67,99.29,8.61,91.45 q2s/splice,nbk,tbin,IE,2545,638,1,2,95.92,96.75,2.31,98.03 q2s/splice,oneR,tbin,IE,2545,638,1,2,22.26,100.00,52.05,1.30 q2s/splice,bayes,tbin,IE,2545,638,1,3,95.30,96.48,0.64,99.28 q2s/splice,j48,tbin,IE,2545,638,1,3,93.57,98.54,4.22,95.07 q2s/splice,nbk,tbin,IE,2545,638,1,3,95.30,96.48,0.64,99.28 q2s/splice,oneR,tbin,IE,2545,638,1,3,25.71,100.00,47.08,0.68 q2s/splice,bayes,tbin,IE,2545,638,1,4,95.61,98.03,1.37,98.68 q2s/splice,j48,tbin,IE,2545,638,1,4,94.36,94.41,1.42,98.70 q2s/splice,nbk,tbin,IE,2545,638,1,4,95.61,98.03,1.37,98.68 q2s/splice,oneR,tbin,IE,2545,638,1,4,23.82,100.00,50.81,0.64 q2s/splice,bayes,tbin,IE,2551,632,1,5,95.89,98.66,1.34,98.66 q2s/splice,j48,tbin,IE,2551,632,1,5,93.67,97.22,3.87,95.89 q2s/splice,nbk,tbin,IE,2551,632,1,5,95.89,98.66,1.34,98.66 q2s/splice,oneR,tbin,IE,2551,632,1,5,24.53,100.00,49.67,0.65 q2s/splice,bayes,tbin,IE,2547,637,2,1,95.45,98.06,2.88,97.44 q2s/splice,j48,tbin,IE,2547,637,2,1,92.31,97.99,8.33,92.41 q2s/splice,nbk,tbin,IE,2547,637,2,1,95.45,98.06,2.88,97.44 q2s/splice,oneR,tbin,IE,2547,637,2,1,22.29,100.00,53.31,0.62 q2s/splice,bayes,tbin,IE,2546,638,2,2,94.04,94.41,1.97,97.83 q2s/splice,j48,tbin,IE,2546,638,2,2,95.45,96.43,4.24,95.07 q2s/splice,nbk,tbin,IE,2546,638,2,2,94.04,94.41,1.97,97.83 q2s/splice,oneR,tbin,IE,2546,638,2,2,26.02,0.00,46.62,0.00 q2s/splice,bayes,tbin,IE,2546,638,2,3,95.45,97.75,2.13,98.31 q2s/splice,j48,tbin,IE,2546,638,2,3,92.63,100.00,7.19,93.37 q2s/splice,nbk,tbin,IE,2546,638,2,3,95.45,97.75,2.13,98.31 q2s/splice,oneR,tbin,IE,2546,638,2,3,23.35,100.00,55.25,2.19 q2s/splice,bayes,tbin,IE,2546,638,2,4,96.08,97.28,0.75,99.31 q2s/splice,j48,tbin,IE,2546,638,2,4,93.73,100.00,4.14,95.86 q2s/splice,nbk,tbin,IE,2546,638,2,4,96.08,97.28,0.75,99.31 q2s/splice,oneR,tbin,IE,2546,638,2,4,22.26,100.00,51.39,1.33 q2s/splice,bayes,tbin,IE,2551,633,2,5,95.58,96.83,1.82,97.60 q2s/splice,j48,tbin,IE,2551,633,2,5,94.15,96.80,2.41,96.80 q2s/splice,nbk,tbin,IE,2551,633,2,5,95.58,96.83,1.82,97.60 q2s/splice,oneR,tbin,IE,2551,633,2,5,27.33,100.00,42.09,0.79 q2s/splice,bayes,tbin,IE,2551,637,3,1,94.51,97.79,2.19,97.79 q2s/splice,j48,tbin,IE,2551,637,3,1,92.46,97.74,4.93,94.89 q2s/splice,nbk,tbin,IE,2551,637,3,1,94.51,97.79,2.19,97.79 q2s/splice,oneR,tbin,IE,2551,637,3,1,22.45,0.00,49.82,0.00 q2s/splice,bayes,tbin,IE,2550,638,3,2,95.14,96.95,1.35,98.45 q2s/splice,j48,tbin,IE,2550,638,3,2,93.73,96.21,3.23,96.21 q2s/splice,nbk,tbin,IE,2550,638,3,2,95.14,96.95,1.35,98.45 q2s/splice,oneR,tbin,IE,2550,638,3,2,25.08,100.00,45.30,2.26 q2s/splice,bayes,tbin,IE,2550,638,3,3,95.61,96.36,2.05,98.15 q2s/splice,j48,tbin,IE,2550,638,3,3,95.14,99.35,3.90,96.25 q2s/splice,nbk,tbin,IE,2550,638,3,3,95.61,96.36,2.05,98.15 q2s/splice,oneR,tbin,IE,2550,638,3,3,23.67,100.00,52.68,0.60 q2s/splice,bayes,tbin,IE,2550,638,3,4,96.08,98.09,1.35,98.72 q2s/splice,j48,tbin,IE,2550,638,3,4,93.89,97.33,5.13,94.81 q2s/splice,nbk,tbin,IE,2550,638,3,4,96.08,98.09,1.35,98.72 q2s/splice,oneR,tbin,IE,2550,638,3,4,24.92,100.00,49.68,1.91 q2s/splice,bayes,tbin,IE,2551,637,3,5,95.45,95.09,2.60,97.48 q2s/splice,j48,tbin,IE,2551,637,3,5,93.25,97.35,7.36,92.45 q2s/splice,nbk,tbin,IE,2551,637,3,5,95.45,95.09,2.60,97.48 q2s/splice,oneR,tbin,IE,2551,637,3,5,25.59,100.00,50.62,1.80 q2s/splice,bayes,tbin,IE,2549,637,4,1,95.45,96.32,2.07,98.12 q2s/splice,j48,tbin,IE,2549,637,4,1,92.62,97.37,5.33,94.87 q2s/splice,nbk,tbin,IE,2549,637,4,1,95.45,96.32,2.07,98.12 q2s/splice,oneR,tbin,IE,2549,637,4,1,23.86,100.00,52.53,1.19 q2s/splice,bayes,tbin,IE,2548,638,4,2,94.67,96.20,1.31,98.70 q2s/splice,j48,tbin,IE,2548,638,4,2,95.14,99.33,3.68,96.13 q2s/splice,nbk,tbin,IE,2548,638,4,2,94.67,96.20,1.31,98.70 q2s/splice,oneR,tbin,IE,2548,638,4,2,25.71,100.00,49.06,0.63 q2s/splice,bayes,tbin,IE,2548,638,4,3,95.45,96.40,2.96,97.10 q2s/splice,j48,tbin,IE,2548,638,4,3,94.51,96.45,4.32,95.77 q2s/splice,nbk,tbin,IE,2548,638,4,3,95.45,96.40,2.96,97.10 q2s/splice,oneR,tbin,IE,2548,638,4,3,22.26,100.00,50.18,2.10 q2s/splice,bayes,tbin,IE,2548,638,4,4,95.45,99.32,1.37,98.66 q2s/splice,j48,tbin,IE,2548,638,4,4,93.57,98.60,3.97,95.92 q2s/splice,nbk,tbin,IE,2548,638,4,4,95.45,99.32,1.37,98.66 q2s/splice,oneR,tbin,IE,2548,638,4,4,23.98,100.00,49.83,0.66 q2s/splice,bayes,tbin,IE,2551,635,4,5,95.75,96.55,1.92,97.90 q2s/splice,j48,tbin,IE,2551,635,4,5,94.02,98.54,4.29,95.07 q2s/splice,nbk,tbin,IE,2551,635,4,5,95.75,96.55,1.92,97.90 q2s/splice,oneR,tbin,IE,2551,635,4,5,25.83,100.00,47.08,0.68 q2s/splice,bayes,tbin,IE,2546,637,5,1,96.55,98.15,4.35,96.36 q2s/splice,j48,tbin,IE,2546,637,5,1,93.25,97.99,10.14,90.68 q2s/splice,nbk,tbin,IE,2546,637,5,1,96.55,98.15,4.35,96.36 q2s/splice,oneR,tbin,IE,2546,637,5,1,21.82,100.00,54.90,0.59 q2s/splice,bayes,tbin,IE,2545,638,5,2,94.04,96.90,1.27,98.43 q2s/splice,j48,tbin,IE,2545,638,5,2,94.04,100.00,6.18,91.27 q2s/splice,nbk,tbin,IE,2545,638,5,2,94.04,96.90,1.27,98.43 q2s/splice,oneR,tbin,IE,2545,638,5,2,26.49,0.00,43.67,0.00 q2s/splice,bayes,tbin,IE,2545,638,5,3,96.08,99.32,0.67,99.32 q2s/splice,j48,tbin,IE,2545,638,5,3,93.57,99.29,3.92,95.86 q2s/splice,nbk,tbin,IE,2545,638,5,3,96.08,99.32,0.67,99.32 q2s/splice,oneR,tbin,IE,2545,638,5,3,23.98,100.00,49.67,1.32 q2s/splice,bayes,tbin,IE,2545,638,5,4,94.98,95.21,2.07,97.89 q2s/splice,j48,tbin,IE,2545,638,5,4,93.73,96.45,5.73,93.79 q2s/splice,nbk,tbin,IE,2545,638,5,4,94.98,95.21,2.07,97.89 q2s/splice,oneR,tbin,IE,2545,638,5,4,24.92,100.00,48.17,2.03 q2s/splice,bayes,tbin,IE,2551,632,5,5,94.78,95.73,2.76,97.52 q2s/splice,j48,tbin,IE,2551,632,5,5,93.20,96.84,5.92,94.44 q2s/splice,nbk,tbin,IE,2551,632,5,5,94.78,95.73,2.76,97.52 q2s/splice,oneR,tbin,IE,2551,632,5,5,23.73,0.00,52.68,0.00 q2s/splice,bayes,fayyadIrani,IE,2551,637,1,1,94.98,95.09,2.68,97.48 q2s/splice,j48,fayyadIrani,IE,2551,637,1,1,94.98,98.08,4.35,95.62 q2s/splice,nbk,fayyadIrani,IE,2551,637,1,1,94.98,95.09,2.68,97.48 q2s/splice,oneR,fayyadIrani,IE,2551,637,1,1,25.27,100.00,50.31,1.23 q2s/splice,bayes,fayyadIrani,IE,2550,638,1,2,95.77,95.97,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2550,638,1,2,94.51,98.59,6.12,93.96 q2s/splice,nbk,fayyadIrani,IE,2550,638,1,2,95.77,95.97,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2550,638,1,2,22.73,100.00,50.87,2.00 q2s/splice,bayes,fayyadIrani,IE,2550,638,1,3,94.98,98.55,3.09,96.45 q2s/splice,j48,fayyadIrani,IE,2550,638,1,3,93.57,94.33,4.24,95.00 q2s/splice,nbk,fayyadIrani,IE,2550,638,1,3,94.98,98.55,3.09,96.45 q2s/splice,oneR,fayyadIrani,IE,2550,638,1,3,26.49,100.00,46.13,1.38 q2s/splice,bayes,fayyadIrani,IE,2550,638,1,4,96.39,98.16,2.72,97.56 q2s/splice,j48,fayyadIrani,IE,2550,638,1,4,92.79,97.45,6.76,93.87 q2s/splice,nbk,fayyadIrani,IE,2550,638,1,4,96.39,98.16,2.72,97.56 q2s/splice,oneR,fayyadIrani,IE,2550,638,1,4,23.35,100.00,53.18,1.18 q2s/splice,bayes,fayyadIrani,IE,2551,637,1,5,95.29,97.78,2.04,97.78 q2s/splice,j48,fayyadIrani,IE,2551,637,1,5,94.03,94.89,3.40,96.30 q2s/splice,nbk,fayyadIrani,IE,2551,637,1,5,95.29,97.78,2.04,97.78 q2s/splice,oneR,fayyadIrani,IE,2551,637,1,5,24.02,100.00,47.59,0.72 q2s/splice,bayes,fayyadIrani,IE,2545,637,2,1,96.08,97.92,1.95,97.92 q2s/splice,j48,fayyadIrani,IE,2545,637,2,1,94.35,97.78,5.49,93.62 q2s/splice,nbk,fayyadIrani,IE,2545,637,2,1,96.08,97.92,1.95,97.92 q2s/splice,oneR,fayyadIrani,IE,2545,637,2,1,25.27,100.00,47.87,1.35 q2s/splice,bayes,fayyadIrani,IE,2544,638,2,2,94.67,97.18,3.31,96.50 q2s/splice,j48,fayyadIrani,IE,2544,638,2,2,93.10,95.21,3.95,95.86 q2s/splice,nbk,fayyadIrani,IE,2544,638,2,2,94.67,97.18,3.31,96.50 q2s/splice,oneR,fayyadIrani,IE,2544,638,2,2,24.45,100.00,48.67,1.35 q2s/splice,bayes,fayyadIrani,IE,2544,638,2,3,95.61,96.93,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2544,638,2,3,94.67,97.47,3.40,96.86 q2s/splice,nbk,fayyadIrani,IE,2544,638,2,3,95.61,96.93,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2544,638,2,3,23.82,100.00,51.76,0.61 q2s/splice,bayes,fayyadIrani,IE,2544,638,2,4,95.30,96.80,0.64,99.18 q2s/splice,j48,fayyadIrani,IE,2544,638,2,4,94.83,97.52,3.03,95.93 q2s/splice,nbk,fayyadIrani,IE,2544,638,2,4,95.30,96.80,0.64,99.18 q2s/splice,oneR,fayyadIrani,IE,2544,638,2,4,26.02,100.00,43.25,1.57 q2s/splice,bayes,fayyadIrani,IE,2551,631,2,5,94.45,95.48,3.08,97.69 q2s/splice,j48,fayyadIrani,IE,2551,631,2,5,92.55,98.17,9.29,92.53 q2s/splice,nbk,fayyadIrani,IE,2551,631,2,5,94.45,95.48,3.08,97.69 q2s/splice,oneR,fayyadIrani,IE,2551,631,2,5,21.87,100.00,56.51,0.56 q2s/splice,bayes,fayyadIrani,IE,2549,637,3,1,94.82,97.40,2.31,98.04 q2s/splice,j48,fayyadIrani,IE,2549,637,3,1,93.41,98.00,7.91,93.04 q2s/splice,nbk,fayyadIrani,IE,2549,637,3,1,94.82,97.40,2.31,98.04 q2s/splice,oneR,fayyadIrani,IE,2549,637,3,1,22.14,100.00,53.12,3.77 q2s/splice,bayes,fayyadIrani,IE,2548,638,3,2,94.98,95.45,1.32,98.66 q2s/splice,j48,fayyadIrani,IE,2548,638,3,2,93.73,97.87,5.39,93.88 q2s/splice,nbk,fayyadIrani,IE,2548,638,3,2,94.98,95.45,1.32,98.66 q2s/splice,oneR,fayyadIrani,IE,2548,638,3,2,25.71,100.00,47.91,1.32 q2s/splice,bayes,fayyadIrani,IE,2548,638,3,3,96.08,96.89,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2548,638,3,3,93.57,96.20,1.24,98.70 q2s/splice,nbk,fayyadIrani,IE,2548,638,3,3,96.08,96.89,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2548,638,3,3,26.65,100.00,48.94,0.61 q2s/splice,bayes,fayyadIrani,IE,2548,638,3,4,95.45,100.00,2.03,97.86 q2s/splice,j48,fayyadIrani,IE,2548,638,3,4,93.89,99.22,5.16,94.07 q2s/splice,nbk,fayyadIrani,IE,2548,638,3,4,95.45,100.00,2.03,97.86 q2s/splice,oneR,fayyadIrani,IE,2548,638,3,4,23.82,100.00,48.64,0.69 q2s/splice,bayes,fayyadIrani,IE,2551,635,3,5,95.28,95.83,2.78,97.18 q2s/splice,j48,fayyadIrani,IE,2551,635,3,5,94.02,94.59,5.44,94.59 q2s/splice,nbk,fayyadIrani,IE,2551,635,3,5,95.28,95.83,2.78,97.18 q2s/splice,oneR,fayyadIrani,IE,2551,635,3,5,23.62,100.00,50.00,1.33 q2s/splice,bayes,fayyadIrani,IE,2546,637,4,1,95.92,97.99,2.72,97.33 q2s/splice,j48,fayyadIrani,IE,2546,637,4,1,96.08,100.00,3.90,96.10 q2s/splice,nbk,fayyadIrani,IE,2546,637,4,1,95.92,97.99,2.72,97.33 q2s/splice,oneR,fayyadIrani,IE,2546,637,4,1,23.86,100.00,50.65,0.64 q2s/splice,bayes,fayyadIrani,IE,2545,638,4,2,92.32,92.52,2.82,97.14 q2s/splice,j48,fayyadIrani,IE,2545,638,4,2,92.16,96.30,7.50,91.55 q2s/splice,nbk,fayyadIrani,IE,2545,638,4,2,92.32,92.52,2.82,97.14 q2s/splice,oneR,fayyadIrani,IE,2545,638,4,2,24.61,100.00,47.81,1.39 q2s/splice,bayes,fayyadIrani,IE,2545,638,4,3,97.49,98.20,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2545,638,4,3,93.26,100.00,11.18,89.51 q2s/splice,nbk,fayyadIrani,IE,2545,638,4,3,97.49,98.20,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2545,638,4,3,21.79,100.00,54.61,0.60 q2s/splice,bayes,fayyadIrani,IE,2545,638,4,4,95.61,97.84,0.65,99.27 q2s/splice,j48,fayyadIrani,IE,2545,638,4,4,94.51,99.22,3.57,95.52 q2s/splice,nbk,fayyadIrani,IE,2545,638,4,4,95.61,97.84,0.65,99.27 q2s/splice,oneR,fayyadIrani,IE,2545,638,4,4,26.18,100.00,45.72,1.42 q2s/splice,bayes,fayyadIrani,IE,2551,632,4,5,95.57,98.67,2.63,97.37 q2s/splice,j48,fayyadIrani,IE,2551,632,4,5,93.99,96.58,6.33,93.38 q2s/splice,nbk,fayyadIrani,IE,2551,632,4,5,95.57,98.67,2.63,97.37 q2s/splice,oneR,fayyadIrani,IE,2551,632,4,5,24.84,100.00,50.16,1.27 q2s/splice,bayes,fayyadIrani,IE,2551,637,5,1,95.92,97.55,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2551,637,5,1,93.56,98.09,3.31,96.86 q2s/splice,nbk,fayyadIrani,IE,2551,637,5,1,95.92,97.55,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2551,637,5,1,24.65,100.00,50.49,2.50 q2s/splice,bayes,fayyadIrani,IE,2550,638,5,2,96.55,98.65,2.65,97.33 q2s/splice,j48,fayyadIrani,IE,2550,638,5,2,95.92,98.65,2.61,97.33 q2s/splice,nbk,fayyadIrani,IE,2550,638,5,2,96.55,98.65,2.65,97.33 q2s/splice,oneR,fayyadIrani,IE,2550,638,5,2,24.29,100.00,49.67,0.65 q2s/splice,bayes,fayyadIrani,IE,2550,638,5,3,93.73,95.97,1.47,98.62 q2s/splice,j48,fayyadIrani,IE,2550,638,5,3,92.32,95.83,6.16,93.88 q2s/splice,nbk,fayyadIrani,IE,2550,638,5,3,93.73,95.97,1.47,98.62 q2s/splice,oneR,fayyadIrani,IE,2550,638,5,3,22.88,0.00,50.68,0.00 q2s/splice,bayes,fayyadIrani,IE,2550,638,5,4,95.30,96.58,4.05,95.92 q2s/splice,j48,fayyadIrani,IE,2550,638,5,4,92.95,97.18,6.54,93.24 q2s/splice,nbk,fayyadIrani,IE,2550,638,5,4,95.30,96.58,4.05,95.92 q2s/splice,oneR,fayyadIrani,IE,2550,638,5,4,23.98,100.00,50.17,1.30 q2s/splice,bayes,fayyadIrani,IE,2551,637,5,5,94.82,95.24,1.34,98.59 q2s/splice,j48,fayyadIrani,IE,2551,637,5,5,94.66,99.26,3.12,96.40 q2s/splice,nbk,fayyadIrani,IE,2551,637,5,5,94.82,95.24,1.34,98.59 q2s/splice,oneR,fayyadIrani,IE,2551,637,5,5,25.59,100.00,47.91,0.67 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/vote,bayes,cat,republican,349,86,1,1,90.70,83.78,4.08,93.94 t2z/vote,j48,cat,republican,349,86,1,1,95.35,93.94,3.77,93.94 t2z/vote,nbk,cat,republican,349,86,1,1,90.70,83.78,4.08,93.94 t2z/vote,oneR,cat,republican,349,86,1,1,94.19,91.18,3.85,93.94 t2z/vote,bayes,cat,republican,348,87,1,2,91.95,87.18,4.17,94.44 t2z/vote,j48,cat,republican,348,87,1,2,98.85,100.00,1.92,97.22 t2z/vote,nbk,cat,republican,348,87,1,2,91.95,87.18,4.17,94.44 t2z/vote,oneR,cat,republican,348,87,1,2,96.55,94.59,2.00,97.22 t2z/vote,bayes,cat,republican,348,87,1,3,89.66,82.50,4.26,94.29 t2z/vote,j48,cat,republican,348,87,1,3,95.40,94.29,3.85,94.29 t2z/vote,nbk,cat,republican,348,87,1,3,89.66,82.50,4.26,94.29 t2z/vote,oneR,cat,republican,348,87,1,3,94.25,89.47,2.04,97.14 t2z/vote,bayes,cat,republican,348,87,1,4,87.36,85.71,11.54,83.33 t2z/vote,j48,cat,republican,348,87,1,4,96.55,94.59,2.00,97.22 t2z/vote,nbk,cat,republican,348,87,1,4,87.36,85.71,11.54,83.33 t2z/vote,oneR,cat,republican,348,87,1,4,96.55,92.31,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,5,90.80,81.25,3.64,92.86 t2z/vote,j48,cat,republican,348,87,1,5,97.70,100.00,3.28,92.86 t2z/vote,nbk,cat,republican,348,87,1,5,90.80,81.25,3.64,92.86 t2z/vote,oneR,cat,republican,348,87,1,5,96.55,93.10,1.72,96.43 t2z/vote,bayes,cat,republican,349,86,2,1,91.86,87.88,5.66,90.62 t2z/vote,j48,cat,republican,349,86,2,1,96.51,96.77,3.64,93.75 t2z/vote,nbk,cat,republican,349,86,2,1,91.86,87.88,5.66,90.62 t2z/vote,oneR,cat,republican,349,86,2,1,96.51,93.94,1.89,96.88 t2z/vote,bayes,cat,republican,348,87,2,2,89.66,86.49,8.00,88.89 t2z/vote,j48,cat,republican,348,87,2,2,95.40,94.44,3.92,94.44 t2z/vote,nbk,cat,republican,348,87,2,2,89.66,86.49,8.00,88.89 t2z/vote,oneR,cat,republican,348,87,2,2,95.40,92.11,2.04,97.22 t2z/vote,bayes,cat,republican,348,87,2,3,88.51,82.50,6.38,91.67 t2z/vote,j48,cat,republican,348,87,2,3,94.25,94.29,5.77,91.67 t2z/vote,nbk,cat,republican,348,87,2,3,88.51,82.50,6.38,91.67 t2z/vote,oneR,cat,republican,348,87,2,3,95.40,92.11,2.04,97.22 t2z/vote,bayes,cat,republican,348,87,2,4,91.95,85.71,2.22,97.30 t2z/vote,j48,cat,republican,348,87,2,4,98.85,97.37,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,2,4,91.95,85.71,2.22,97.30 t2z/vote,oneR,cat,republican,348,87,2,4,97.70,94.87,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,5,87.36,75.00,5.45,88.89 t2z/vote,j48,cat,republican,348,87,2,5,95.40,92.59,3.33,92.59 t2z/vote,nbk,cat,republican,348,87,2,5,87.36,75.00,5.45,88.89 t2z/vote,oneR,cat,republican,348,87,2,5,93.10,86.21,3.45,92.59 t2z/vote,bayes,cat,republican,349,86,3,1,89.53,80.65,5.45,89.29 t2z/vote,j48,cat,republican,349,86,3,1,93.02,86.67,3.57,92.86 t2z/vote,nbk,cat,republican,349,86,3,1,89.53,80.65,5.45,89.29 t2z/vote,oneR,cat,republican,349,86,3,1,93.02,86.67,3.57,92.86 t2z/vote,bayes,cat,republican,348,87,3,2,94.25,87.50,0.00,100.00 t2z/vote,j48,cat,republican,348,87,3,2,97.70,97.14,1.92,97.14 t2z/vote,nbk,cat,republican,348,87,3,2,94.25,87.50,0.00,100.00 t2z/vote,oneR,cat,republican,348,87,3,2,97.70,94.59,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,3,85.06,78.38,10.00,85.29 t2z/vote,j48,cat,republican,348,87,3,3,94.25,89.19,2.00,97.06 t2z/vote,nbk,cat,republican,348,87,3,3,85.06,78.38,10.00,85.29 t2z/vote,oneR,cat,republican,348,87,3,3,94.25,89.19,2.00,97.06 t2z/vote,bayes,cat,republican,348,87,3,4,86.21,82.93,10.87,87.18 t2z/vote,j48,cat,republican,348,87,3,4,96.55,100.00,5.88,92.31 t2z/vote,nbk,cat,republican,348,87,3,4,86.21,82.93,10.87,87.18 t2z/vote,oneR,cat,republican,348,87,3,4,95.40,94.87,4.17,94.87 t2z/vote,bayes,cat,republican,348,87,3,5,94.25,88.57,1.92,96.88 t2z/vote,j48,cat,republican,348,87,3,5,91.95,93.10,8.62,84.38 t2z/vote,nbk,cat,republican,348,87,3,5,94.25,88.57,1.92,96.88 t2z/vote,oneR,cat,republican,348,87,3,5,97.70,94.12,0.00,100.00 t2z/vote,bayes,cat,republican,349,86,4,1,88.37,82.86,7.84,87.88 t2z/vote,j48,cat,republican,349,86,4,1,96.51,96.88,3.70,93.94 t2z/vote,nbk,cat,republican,349,86,4,1,88.37,82.86,7.84,87.88 t2z/vote,oneR,cat,republican,349,86,4,1,97.67,96.97,1.89,96.97 t2z/vote,bayes,cat,republican,348,87,4,2,93.10,91.43,5.77,91.43 t2z/vote,j48,cat,republican,348,87,4,2,95.40,96.97,5.56,91.43 t2z/vote,nbk,cat,republican,348,87,4,2,93.10,91.43,5.77,91.43 t2z/vote,oneR,cat,republican,348,87,4,2,96.55,94.44,1.96,97.14 t2z/vote,bayes,cat,republican,348,87,4,3,89.66,82.05,4.17,94.12 t2z/vote,j48,cat,republican,348,87,4,3,97.70,97.06,1.89,97.06 t2z/vote,nbk,cat,republican,348,87,4,3,89.66,82.05,4.17,94.12 t2z/vote,oneR,cat,republican,348,87,4,3,96.55,94.29,1.92,97.06 t2z/vote,bayes,cat,republican,348,87,4,4,90.80,85.00,4.26,94.44 t2z/vote,j48,cat,republican,348,87,4,4,97.70,97.22,1.96,97.22 t2z/vote,nbk,cat,republican,348,87,4,4,90.80,85.00,4.26,94.44 t2z/vote,oneR,cat,republican,348,87,4,4,94.25,89.74,2.08,97.22 t2z/vote,bayes,cat,republican,348,87,4,5,88.51,77.78,3.92,93.33 t2z/vote,j48,cat,republican,348,87,4,5,94.25,87.88,1.85,96.67 t2z/vote,nbk,cat,republican,348,87,4,5,88.51,77.78,3.92,93.33 t2z/vote,oneR,cat,republican,348,87,4,5,93.10,85.29,1.89,96.67 t2z/vote,bayes,cat,republican,349,86,5,1,89.53,83.72,4.65,94.74 t2z/vote,j48,cat,republican,349,86,5,1,96.51,94.87,2.13,97.37 t2z/vote,nbk,cat,republican,349,86,5,1,89.53,83.72,4.65,94.74 t2z/vote,oneR,cat,republican,349,86,5,1,97.67,95.00,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,2,94.25,91.89,4.00,94.44 t2z/vote,j48,cat,republican,348,87,5,2,98.85,100.00,1.92,97.22 t2z/vote,nbk,cat,republican,348,87,5,2,94.25,91.89,4.00,94.44 t2z/vote,oneR,cat,republican,348,87,5,2,97.70,97.22,1.96,97.22 t2z/vote,bayes,cat,republican,348,87,5,3,91.95,88.89,5.88,91.43 t2z/vote,j48,cat,republican,348,87,5,3,96.55,94.44,1.96,97.14 t2z/vote,nbk,cat,republican,348,87,5,3,91.95,88.89,5.88,91.43 t2z/vote,oneR,cat,republican,348,87,5,3,95.40,91.89,2.00,97.14 t2z/vote,bayes,cat,republican,348,87,5,4,86.21,71.88,5.45,88.46 t2z/vote,j48,cat,republican,348,87,5,4,96.55,92.59,1.67,96.15 t2z/vote,nbk,cat,republican,348,87,5,4,86.21,71.88,5.45,88.46 t2z/vote,oneR,cat,republican,348,87,5,4,93.10,83.33,1.75,96.15 t2z/vote,bayes,cat,republican,348,87,5,5,90.80,85.71,5.77,90.91 t2z/vote,j48,cat,republican,348,87,5,5,95.40,96.77,5.36,90.91 t2z/vote,nbk,cat,republican,348,87,5,5,90.80,85.71,5.77,90.91 t2z/vote,oneR,cat,republican,348,87,5,5,95.40,93.94,3.70,93.94 t2z/vote,bayes,disctree,republican,349,86,1,1,94.19,89.74,2.13,97.22 t2z/vote,j48,disctree,republican,349,86,1,1,96.51,97.14,3.92,94.44 t2z/vote,nbk,disctree,republican,349,86,1,1,94.19,89.74,2.13,97.22 t2z/vote,oneR,disctree,republican,349,86,1,1,96.51,94.59,2.04,97.22 t2z/vote,bayes,disctree,republican,348,87,1,2,91.95,82.14,3.39,92.00 t2z/vote,j48,disctree,republican,348,87,1,2,96.55,92.31,1.64,96.00 t2z/vote,nbk,disctree,republican,348,87,1,2,91.95,82.14,3.39,92.00 t2z/vote,oneR,disctree,republican,348,87,1,2,96.55,89.29,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,3,91.95,86.49,4.00,94.12 t2z/vote,j48,disctree,republican,348,87,1,3,97.70,97.06,1.89,97.06 t2z/vote,nbk,disctree,republican,348,87,1,3,91.95,86.49,4.00,94.12 t2z/vote,oneR,disctree,republican,348,87,1,3,96.55,94.29,1.92,97.06 t2z/vote,bayes,disctree,republican,348,87,1,4,85.06,77.14,9.62,84.38 t2z/vote,j48,disctree,republican,348,87,1,4,96.55,100.00,5.17,90.62 t2z/vote,nbk,disctree,republican,348,87,1,4,85.06,77.14,9.62,84.38 t2z/vote,oneR,disctree,republican,348,87,1,4,95.40,96.67,5.26,90.62 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t2z/vote,oneR,fayyadIrani,republican,348,87,1,5,94.25,91.18,3.77,93.94 t2z/vote,bayes,fayyadIrani,republican,349,86,2,1,91.86,82.86,1.96,96.67 t2z/vote,j48,fayyadIrani,republican,349,86,2,1,97.67,96.67,1.79,96.67 t2z/vote,nbk,fayyadIrani,republican,349,86,2,1,91.86,82.86,1.96,96.67 t2z/vote,oneR,fayyadIrani,republican,349,86,2,1,96.51,93.55,1.82,96.67 t2z/vote,bayes,fayyadIrani,republican,348,87,2,2,82.76,72.09,6.82,91.18 t2z/vote,j48,fayyadIrani,republican,348,87,2,2,96.55,94.29,1.92,97.06 t2z/vote,nbk,fayyadIrani,republican,348,87,2,2,82.76,72.09,6.82,91.18 t2z/vote,oneR,fayyadIrani,republican,348,87,2,2,93.10,86.84,2.04,97.06 t2z/vote,bayes,fayyadIrani,republican,348,87,2,3,89.66,89.47,10.20,87.18 t2z/vote,j48,fayyadIrani,republican,348,87,2,3,91.95,94.44,9.80,87.18 t2z/vote,nbk,fayyadIrani,republican,348,87,2,3,89.66,89.47,10.20,87.18 t2z/vote,oneR,fayyadIrani,republican,348,87,2,3,94.25,92.50,4.26,94.87 t2z/vote,bayes,fayyadIrani,republican,348,87,2,4,95.40,91.18,1.89,96.88 t2z/vote,j48,fayyadIrani,republican,348,87,2,4,97.70,96.88,1.82,96.88 t2z/vote,nbk,fayyadIrani,republican,348,87,2,4,95.40,91.18,1.89,96.88 t2z/vote,oneR,fayyadIrani,republican,348,87,2,4,97.70,96.88,1.82,96.88 t2z/vote,bayes,fayyadIrani,republican,348,87,2,5,91.95,88.24,5.66,90.91 t2z/vote,j48,fayyadIrani,republican,348,87,2,5,98.85,97.06,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,2,5,91.95,88.24,5.66,90.91 t2z/vote,oneR,fayyadIrani,republican,348,87,2,5,96.55,91.67,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,349,86,3,1,90.70,85.71,5.88,90.91 t2z/vote,j48,fayyadIrani,republican,349,86,3,1,98.84,97.06,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,349,86,3,1,90.70,85.71,5.88,90.91 t2z/vote,oneR,fayyadIrani,republican,349,86,3,1,96.51,91.67,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,2,90.80,84.09,2.33,97.37 t2z/vote,j48,fayyadIrani,republican,348,87,3,2,95.40,92.50,2.13,97.37 t2z/vote,nbk,fayyadIrani,republican,348,87,3,2,90.80,84.09,2.33,97.37 t2z/vote,oneR,fayyadIrani,republican,348,87,3,2,93.10,88.10,2.22,97.37 t2z/vote,bayes,fayyadIrani,republican,348,87,3,3,93.10,87.80,2.17,97.30 t2z/vote,j48,fayyadIrani,republican,348,87,3,3,96.55,97.22,3.92,94.59 t2z/vote,nbk,fayyadIrani,republican,348,87,3,3,93.10,87.80,2.17,97.30 t2z/vote,oneR,fayyadIrani,republican,348,87,3,3,98.85,97.37,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,4,85.06,81.08,12.00,83.33 t2z/vote,j48,fayyadIrani,republican,348,87,3,4,93.10,91.67,5.88,91.67 t2z/vote,nbk,fayyadIrani,republican,348,87,3,4,85.06,81.08,12.00,83.33 t2z/vote,oneR,fayyadIrani,republican,348,87,3,4,91.95,89.19,6.00,91.67 t2z/vote,bayes,fayyadIrani,republican,348,87,3,5,91.95,80.77,3.28,91.30 t2z/vote,j48,fayyadIrani,republican,348,87,3,5,96.55,95.45,3.08,91.30 t2z/vote,nbk,fayyadIrani,republican,348,87,3,5,91.95,80.77,3.28,91.30 t2z/vote,oneR,fayyadIrani,republican,348,87,3,5,97.70,95.65,1.56,95.65 t2z/vote,bayes,fayyadIrani,republican,349,86,4,1,94.19,91.67,4.00,94.29 t2z/vote,j48,fayyadIrani,republican,349,86,4,1,97.67,97.14,1.96,97.14 t2z/vote,nbk,fayyadIrani,republican,349,86,4,1,94.19,91.67,4.00,94.29 t2z/vote,oneR,fayyadIrani,republican,349,86,4,1,96.51,94.44,2.00,97.14 t2z/vote,bayes,fayyadIrani,republican,348,87,4,2,88.51,80.00,4.26,94.12 t2z/vote,j48,fayyadIrani,republican,348,87,4,2,96.55,96.97,3.70,94.12 t2z/vote,nbk,fayyadIrani,republican,348,87,4,2,88.51,80.00,4.26,94.12 t2z/vote,oneR,fayyadIrani,republican,348,87,4,2,95.40,94.12,3.77,94.12 t2z/vote,bayes,fayyadIrani,republican,348,87,4,3,89.66,77.78,5.00,87.50 t2z/vote,j48,fayyadIrani,republican,348,87,4,3,96.55,88.89,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,4,3,89.66,77.78,5.00,87.50 t2z/vote,oneR,fayyadIrani,republican,348,87,4,3,96.55,88.89,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,4,4,88.51,86.36,9.30,90.48 t2z/vote,j48,fayyadIrani,republican,348,87,4,4,94.25,100.00,10.00,88.10 t2z/vote,nbk,fayyadIrani,republican,348,87,4,4,88.51,86.36,9.30,90.48 t2z/vote,oneR,fayyadIrani,republican,348,87,4,4,95.40,95.24,4.44,95.24 t2z/vote,bayes,fayyadIrani,republican,348,87,4,5,89.66,81.08,4.00,93.75 t2z/vote,j48,fayyadIrani,republican,348,87,4,5,95.40,88.89,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,4,5,89.66,81.08,4.00,93.75 t2z/vote,oneR,fayyadIrani,republican,348,87,4,5,94.25,86.49,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,86,5,1,91.86,82.35,1.92,96.55 t2z/vote,j48,fayyadIrani,republican,348,86,5,1,96.51,96.43,3.45,93.10 t2z/vote,nbk,fayyadIrani,republican,348,86,5,1,91.86,82.35,1.92,96.55 t2z/vote,oneR,fayyadIrani,republican,348,86,5,1,95.35,93.10,3.51,93.10 t2z/vote,bayes,fayyadIrani,republican,347,87,5,2,90.80,86.11,5.88,91.18 t2z/vote,j48,fayyadIrani,republican,347,87,5,2,97.70,94.44,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,347,87,5,2,90.80,86.11,5.88,91.18 t2z/vote,oneR,fayyadIrani,republican,347,87,5,2,97.70,94.44,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,347,87,5,3,89.66,77.14,1.92,96.43 t2z/vote,j48,fayyadIrani,republican,347,87,5,3,96.55,96.30,3.33,92.86 t2z/vote,nbk,fayyadIrani,republican,347,87,5,3,89.66,77.14,1.92,96.43 t2z/vote,oneR,fayyadIrani,republican,347,87,5,3,94.25,87.10,1.79,96.43 t2z/vote,bayes,fayyadIrani,republican,347,87,5,4,90.80,94.59,12.00,85.37 t2z/vote,j48,fayyadIrani,republican,347,87,5,4,97.70,97.56,2.17,97.56 t2z/vote,nbk,fayyadIrani,republican,347,87,5,4,90.80,94.59,12.00,85.37 t2z/vote,oneR,fayyadIrani,republican,347,87,5,4,97.70,97.56,2.17,97.56 t2z/vote,bayes,fayyadIrani,republican,347,87,5,5,85.06,78.05,8.70,88.89 t2z/vote,j48,fayyadIrani,republican,347,87,5,5,95.40,94.44,3.92,94.44 t2z/vote,nbk,fayyadIrani,republican,347,87,5,5,85.06,78.05,8.70,88.89 t2z/vote,oneR,fayyadIrani,republican,347,87,5,5,93.10,87.50,2.13,97.22 /home/donaldb/var/weka/xval.13643 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/waveform-5000,bayes,cat,1,3988,999,1,1,79.48,79.89,1.68,98.99 t2z/waveform-5000,j48,cat,1,3988,999,1,1,75.08,82.92,16.00,82.92 t2z/waveform-5000,nbk,cat,1,3988,999,1,1,79.48,80.27,2.19,98.65 t2z/waveform-5000,oneR,cat,1,3988,999,1,1,52.65,56.38,57.14,69.34 t2z/waveform-5000,bayes,cat,1,3987,1000,1,2,80.30,79.42,1.03,99.34 t2z/waveform-5000,j48,cat,1,3987,1000,1,2,76.30,86.39,11.37,88.19 t2z/waveform-5000,nbk,cat,1,3987,1000,1,2,80.10,78.89,1.03,99.34 t2z/waveform-5000,oneR,cat,1,3987,1000,1,2,51.90,53.22,57.32,67.86 t2z/waveform-5000,bayes,cat,1,3987,1000,1,3,80.20,79.84,2.21,98.71 t2z/waveform-5000,j48,cat,1,3987,1000,1,3,75.90,85.15,13.59,86.87 t2z/waveform-5000,nbk,cat,1,3987,1000,1,3,79.60,80.00,2.22,98.70 t2z/waveform-5000,oneR,cat,1,3987,1000,1,3,54.80,56.38,53.16,69.34 t2z/waveform-5000,bayes,cat,1,3987,1000,1,4,79.60,78.66,1.74,99.06 t2z/waveform-5000,j48,cat,1,3987,1000,1,4,74.60,82.11,18.47,82.90 t2z/waveform-5000,nbk,cat,1,3987,1000,1,4,79.40,78.61,1.76,99.06 t2z/waveform-5000,oneR,cat,1,3987,1000,1,4,58.00,59.94,49.10,72.01 t2z/waveform-5000,bayes,cat,1,3999,988,1,5,80.67,81.33,1.14,99.40 t2z/waveform-5000,j48,cat,1,3999,988,1,5,74.60,84.38,19.22,83.33 t2z/waveform-5000,nbk,cat,1,3999,988,1,5,80.67,82.21,2.20,98.80 t2z/waveform-5000,oneR,cat,1,3999,988,1,5,52.94,57.88,58.20,63.46 t2z/waveform-5000,bayes,cat,1,3989,999,2,1,79.68,77.66,0.62,99.67 t2z/waveform-5000,j48,cat,1,3989,999,2,1,74.67,85.37,16.00,84.78 t2z/waveform-5000,nbk,cat,1,3989,999,2,1,79.48,78.06,0.00,100.00 t2z/waveform-5000,oneR,cat,1,3989,999,2,1,55.56,55.78,50.98,71.22 t2z/waveform-5000,bayes,cat,1,3988,1000,2,2,80.80,82.28,2.25,98.78 t2z/waveform-5000,j48,cat,1,3988,1000,2,2,74.20,83.70,16.54,85.85 t2z/waveform-5000,nbk,cat,1,3988,1000,2,2,80.60,82.86,2.25,98.78 t2z/waveform-5000,oneR,cat,1,3988,1000,2,2,52.90,58.42,61.50,59.00 t2z/waveform-5000,bayes,cat,1,3988,1000,2,3,80.00,82.28,2.23,98.78 t2z/waveform-5000,j48,cat,1,3988,1000,2,3,76.10,85.62,17.97,83.17 t2z/waveform-5000,nbk,cat,1,3988,1000,2,3,80.40,82.91,2.70,98.48 t2z/waveform-5000,oneR,cat,1,3988,1000,2,3,54.60,59.04,58.00,62.82 t2z/waveform-5000,bayes,cat,1,3988,1000,2,4,79.70,75.53,0.99,99.31 t2z/waveform-5000,j48,cat,1,3988,1000,2,4,75.50,81.40,13.48,84.36 t2z/waveform-5000,nbk,cat,1,3988,1000,2,4,79.80,76.53,0.97,99.31 t2z/waveform-5000,oneR,cat,1,3988,1000,2,4,49.70,66.23,26.32,89.32 t2z/waveform-5000,bayes,cat,1,3999,989,2,5,79.98,81.25,2.14,98.68 t2z/waveform-5000,j48,cat,1,3999,989,2,5,76.95,84.77,13.40,86.78 t2z/waveform-5000,nbk,cat,1,3999,989,2,5,80.08,81.47,2.14,98.68 t2z/waveform-5000,oneR,cat,1,3999,989,2,5,53.49,59.61,55.21,67.03 t2z/waveform-5000,bayes,cat,1,3988,999,3,1,80.78,79.54,1.09,99.36 t2z/waveform-5000,j48,cat,1,3988,999,3,1,76.78,84.47,13.19,87.29 t2z/waveform-5000,nbk,cat,1,3988,999,3,1,80.08,79.59,1.10,99.35 t2z/waveform-5000,oneR,cat,1,3988,999,3,1,54.35,57.94,54.49,69.86 t2z/waveform-5000,bayes,cat,1,3987,1000,3,2,81.30,80.95,1.81,99.08 t2z/waveform-5000,j48,cat,1,3987,1000,3,2,74.90,83.22,20.57,81.35 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t2z/waveform-5000,bayes,fayyadIrani,1,3989,1000,5,4,78.70,79.39,0.57,99.68 t2z/waveform-5000,j48,fayyadIrani,1,3989,1000,5,4,76.90,85.00,10.31,90.97 t2z/waveform-5000,nbk,fayyadIrani,1,3989,1000,5,4,78.70,79.39,0.57,99.68 t2z/waveform-5000,oneR,fayyadIrani,1,3989,1000,5,4,56.20,57.74,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,990,5,5,81.11,81.40,1.63,99.06 t2z/waveform-5000,j48,fayyadIrani,1,3999,990,5,5,75.66,86.36,15.69,86.08 t2z/waveform-5000,nbk,fayyadIrani,1,3999,990,5,5,81.11,81.40,1.63,99.06 t2z/waveform-5000,oneR,fayyadIrani,1,3999,990,5,5,57.27,57.32,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,1,1,0.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,1,1,0.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,1,2,66.67,50.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 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t2z/weather,j48,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,3,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,66.67,50.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,66.67,50.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,5,50.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,5,50.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,5,50.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,5,50.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,1,50.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,1,50.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,1,50.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,1,50.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,2,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 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,12,2,1,1,50.00,50.00,0.00,100.00 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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,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 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t2z/weather.nominal,oneR,cat,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,4,66.67,100.00,50.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,3,4,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,4,66.67,100.00,50.00,50.00 t2z/weather.nominal,oneR,cat,no,11,3,3,4,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 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t2z/weather.nominal,j48,cat,no,12,2,4,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,4,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,5,2,33.33,33.33,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,5,2,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,5,2,33.33,33.33,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,5,2,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,5,3,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,5,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,5,3,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,5,3,66.67,50.00,0.00,100.00 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