#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/anneal,bayes,cat,2,719,179,1,1,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,1,92.18,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,1,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,2,86.67,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,2,96.11,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,2,92.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,1,2,81.67,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,3,84.92,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,3,96.65,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,3,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,4,90.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,4,97.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,1,4,88.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,5,82.68,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,5,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,5,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,1,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,1,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,2,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,2,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,2,95.56,100.00,100.00,95.00 a2b/anneal,oneR,cat,2,718,180,2,2,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,3,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,3,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,3,96.65,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,3,87.71,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,4,85.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,4,92.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,4,80.00,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,5,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,5,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,5,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,1,83.24,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,1,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,1,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,1,81.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,2,88.33,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,2,96.67,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,2,92.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,2,85.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,3,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,3,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,4,90.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,4,96.67,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,4,97.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,4,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,5,83.24,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,5,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,5,91.62,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,5,86.03,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,1,84.92,94.74,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,1,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,1,92.74,94.12,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,1,86.03,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,2,86.11,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,2,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,2,82.22,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,3,83.80,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,3,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,3,96.65,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,3,81.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,4,93.33,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,4,97.22,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,4,97.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,4,83.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,5,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,5,92.74,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,5,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,1,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,1,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,1,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,5,2,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,5,2,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,5,2,96.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,5,2,84.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,3,83.80,95.24,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,3,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,3,93.30,94.74,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,5,4,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,5,4,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,5,4,92.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,5,4,81.67,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,5,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,5,92.18,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,5,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,1,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,1,93.30,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,1,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,1,2,92.22,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,1,2,86.11,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,1,2,92.22,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,1,2,82.22,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,3,91.06,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,3,88.27,87.50,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,3,91.06,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,1,4,91.67,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,1,4,85.56,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,1,4,91.67,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,1,4,86.67,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,5,90.50,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,5,87.71,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,5,90.50,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,5,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,1,89.94,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,1,88.27,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,1,89.94,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,1,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,2,92.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,2,91.11,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,2,92.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,2,85.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,3,91.06,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,3,86.59,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,3,91.06,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,4,89.44,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,4,83.89,85.71,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,4,89.44,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,4,81.11,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,5,92.74,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,5,87.71,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,5,92.74,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,5,83.24,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,1,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,1,90.50,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,1,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,3,2,91.67,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,3,2,86.67,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,3,2,91.67,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,3,2,82.22,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,3,92.18,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,3,88.27,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,3,92.18,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,3,4,91.67,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,3,4,90.00,83.33,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,3,4,91.67,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,3,4,86.67,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,5,89.39,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,5,88.83,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,5,89.39,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,5,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,1,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,1,91.62,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,1,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,2,92.22,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,2,86.11,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,2,92.22,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,2,83.33,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,3,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,3,91.06,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,3,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,3,87.15,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,4,91.67,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,4,86.11,100.00,100.00,66.67 a2b/anneal,nbk,disctree,2,718,180,4,4,91.67,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,4,83.33,0.00,0.00,0.00 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a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,4,62.22,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,4,35.56,0.00,0.00,0.00 a2b/audiology,bayes,fayyadIrani,bells_palsy,181,45,5,5,62.22,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,181,45,5,5,77.78,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,5,62.22,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,5,44.44,0.00,0.00,0.00 /home/donaldb/var/weka/xval.15668 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,62.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,1,1,85.00,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,1,1,67.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,1,1,57.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,68.29,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,1,2,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,1,2,73.17,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,1,2,48.78,0.00,0.00,0.00 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a2b/autos,nbk,cat,-2,164,41,2,2,53.66,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,2,48.78,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,3,73.17,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,3,65.85,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,3,43.90,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,4,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,4,46.34,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,4,63.41,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,5,39.02,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,5,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,2,5,46.34,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,5,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,60.00,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,3,1,70.00,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,3,1,60.00,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,3,1,55.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,63.41,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,2,65.85,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,2,65.85,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,2,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,3,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,3,48.78,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,3,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,70.73,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,4,90.24,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,4,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,5,63.41,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,5,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,4,1,60.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,4,1,65.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,4,1,57.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,4,1,52.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,2,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,2,87.80,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,2,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,2,75.61,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,3,48.78,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,3,87.80,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,4,3,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,3,73.17,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,4,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,4,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,4,4,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,4,46.34,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,5,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,5,68.29,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,4,5,48.78,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,5,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,5,1,60.00,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,5,1,82.50,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,5,1,67.50,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,5,1,57.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,2,53.66,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,5,2,78.05,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,2,58.54,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,5,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,3,70.73,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,3,70.73,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,3,73.17,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,3,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,4,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,4,82.93,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,4,68.29,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,4,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,5,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,5,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,5,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,5,70.73,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,1,1,47.50,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,1,1,72.50,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,165,40,1,1,47.50,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,1,1,42.50,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,2,65.85,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,2,75.61,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,2,65.85,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,2,46.34,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,3,73.17,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,3,78.05,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,3,73.17,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,3,41.46,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,4,68.29,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,4,80.49,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,1,4,68.29,0.00,0.00,0.00 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a2b/autos,bayes,fayyadIrani,-2,164,41,4,3,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,3,80.49,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,3,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,3,60.98,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,4,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,4,70.73,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,4,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,4,56.10,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,5,70.73,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,5,82.93,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,5,70.73,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,5,1,67.50,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,5,1,87.50,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,165,40,5,1,67.50,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,5,1,62.50,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,2,85.37,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,75.61,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,85.37,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,70.73,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,70.73,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,53.66,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,80.49,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,60.98,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,5,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,5,56.10,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,1,59.65,60.00,59.72,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,1,73.68,60.00,57.95,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,1,59.65,60.00,59.72,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,1,61.40,60.00,59.46,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,2,75.44,54.81,52.56,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,2,68.42,54.81,54.43,57.00 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,2,75.44,54.81,52.56,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,2,75.44,54.81,52.56,58.16 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,3,70.18,60.64,57.53,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,3,70.18,60.64,58.54,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,3,70.18,60.64,57.53,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,3,64.91,60.64,60.23,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,4,73.68,60.00,56.96,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,4,66.67,60.00,59.30,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,4,73.68,60.00,56.96,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,4,63.16,60.00,58.21,59.38 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,5,70.18,58.76,57.65,53.77 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,5,71.93,58.76,57.78,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,5,70.18,58.76,57.65,53.77 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,5,66.67,58.76,58.02,54.81 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,1,78.95,55.34,54.74,52.29 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,1,73.68,55.34,55.79,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,1,78.95,55.34,54.74,52.29 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,1,75.44,55.34,55.67,51.35 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,2,77.19,54.29,52.44,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,2,70.18,54.29,52.70,59.38 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,2,77.19,54.29,52.44,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,2,70.18,54.29,52.70,59.38 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,3,70.18,61.96,57.58,60.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,3,64.91,61.96,60.26,54.81 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,3,70.18,61.96,57.58,60.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,3,63.16,61.96,60.98,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,4,70.18,61.96,57.58,60.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,4,70.18,61.96,58.97,55.34 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,4,70.18,61.96,57.58,60.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,4,61.40,61.96,61.45,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,5,68.42,61.29,58.97,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,5,70.18,61.29,59.04,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,5,68.42,61.29,58.97,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,5,64.91,61.29,60.47,52.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,1,71.93,57.58,56.10,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,1,80.70,57.58,55.79,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,1,71.93,57.58,56.10,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,1,70.18,57.58,57.61,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,2,75.44,61.96,57.33,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,2,68.42,61.96,59.76,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,2,75.44,61.96,57.33,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,2,63.16,61.96,61.54,50.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,3,70.18,59.38,57.14,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,3,70.18,59.38,58.14,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,3,70.18,59.38,57.14,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,3,68.42,59.38,58.62,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,4,77.19,56.44,52.70,59.38 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,4,80.70,56.44,54.44,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,4,77.19,56.44,52.70,59.38 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,4,66.67,56.44,53.23,63.33 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,5,70.18,58.76,56.96,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,5,71.93,58.76,57.78,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,5,70.18,58.76,56.96,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,5,68.42,58.76,58.14,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,1,70.18,61.29,57.35,59.38 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,1,61.40,61.29,60.53,55.34 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,1,70.18,61.29,57.35,59.38 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,1,63.16,61.29,58.33,61.96 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,2,78.95,55.34,53.01,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,2,77.19,55.34,54.02,54.81 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,2,78.95,55.34,53.01,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,2,71.93,55.34,54.32,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,3,75.44,62.64,57.89,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,3,68.42,62.64,60.24,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,3,75.44,62.64,57.89,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,3,63.16,62.64,61.63,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,4,73.68,57.58,55.13,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,4,75.44,57.58,56.52,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,4,73.68,57.58,55.13,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,4,70.18,57.58,56.25,55.88 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,5,64.91,57.58,57.50,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,5,77.19,57.58,56.38,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,5,64.91,57.58,57.50,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,5,64.91,57.58,57.14,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,1,78.95,61.29,54.55,61.29 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,1,68.42,61.29,59.26,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,1,78.95,61.29,54.55,61.29 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,1,61.40,61.29,61.36,51.35 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,2,63.16,60.00,58.90,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,2,68.42,60.00,59.09,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,2,63.16,60.00,58.90,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,2,63.16,60.00,59.76,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,3,73.68,55.88,54.76,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,3,82.46,55.88,54.64,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,3,73.68,55.88,54.76,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,3,71.93,55.88,55.29,54.81 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,4,63.16,60.64,59.46,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,4,66.67,60.64,59.52,53.27 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a2b/breast-cancer,nbk,fayyadIrani,recurrence-events,229,57,5,3,56.14,58.76,59.09,59.38 a2b/breast-cancer,oneR,fayyadIrani,recurrence-events,229,57,5,3,50.88,58.76,60.87,57.58 a2b/breast-cancer,bayes,fayyadIrani,recurrence-events,229,57,5,4,82.46,57.00,52.56,58.16 a2b/breast-cancer,j48,fayyadIrani,recurrence-events,229,57,5,4,78.95,57.00,55.43,52.78 a2b/breast-cancer,nbk,fayyadIrani,recurrence-events,229,57,5,4,82.46,57.00,52.56,58.16 a2b/breast-cancer,oneR,fayyadIrani,recurrence-events,229,57,5,4,75.44,57.00,56.04,52.78 a2b/breast-cancer,bayes,fayyadIrani,recurrence-events,229,57,5,5,66.67,59.38,58.54,54.29 a2b/breast-cancer,j48,fayyadIrani,recurrence-events,229,57,5,5,66.67,59.38,59.34,51.35 a2b/breast-cancer,nbk,fayyadIrani,recurrence-events,229,57,5,5,66.67,59.38,58.54,54.29 a2b/breast-cancer,oneR,fayyadIrani,recurrence-events,229,57,5,5,59.65,59.38,59.74,55.34 /home/donaldb/var/weka/xval.26020 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision 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c2d/credit-a,nbk,fayyadIrani,-,552,138,3,4,84.06,83.33,14.81,89.74 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,4,84.06,91.18,22.86,79.49 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,5,86.96,81.01,5.08,95.52 c2d/credit-a,j48,fayyadIrani,-,552,138,3,5,88.41,84.00,6.35,94.03 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,5,86.96,81.01,5.08,95.52 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,5,87.68,90.32,14.47,83.58 c2d/credit-a,bayes,fayyadIrani,-,553,137,4,1,83.21,78.95,11.48,89.55 c2d/credit-a,j48,fayyadIrani,-,553,137,4,1,83.21,78.95,11.48,89.55 c2d/credit-a,nbk,fayyadIrani,-,553,137,4,1,83.21,78.95,11.48,89.55 c2d/credit-a,oneR,fayyadIrani,-,553,137,4,1,83.94,90.91,20.73,74.63 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,2,86.96,86.90,12.96,91.25 c2d/credit-a,j48,fayyadIrani,-,552,138,4,2,85.51,85.71,14.81,90.00 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,2,86.96,86.90,12.96,91.25 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,2,88.41,94.44,18.18,85.00 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,3,85.51,86.59,16.07,88.75 c2d/credit-a,j48,fayyadIrani,-,552,138,4,3,83.33,87.01,21.31,83.75 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,3,85.51,86.59,16.07,88.75 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,3,81.88,91.04,26.76,76.25 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,4,86.96,85.23,10.00,93.75 c2d/credit-a,j48,fayyadIrani,-,552,138,4,4,85.51,86.59,16.07,88.75 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,4,86.96,85.23,10.00,93.75 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,4,84.06,92.65,24.29,78.75 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,5,89.13,86.59,7.14,94.67 c2d/credit-a,j48,fayyadIrani,-,552,138,4,5,89.86,87.65,7.02,94.67 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,5,89.13,86.59,7.14,94.67 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,5,89.13,95.45,16.67,84.00 c2d/credit-a,bayes,fayyadIrani,-,553,137,5,1,89.05,90.36,12.96,91.46 c2d/credit-a,j48,fayyadIrani,-,553,137,5,1,90.51,93.67,13.79,90.24 c2d/credit-a,nbk,fayyadIrani,-,553,137,5,1,89.05,90.36,12.96,91.46 c2d/credit-a,oneR,fayyadIrani,-,553,137,5,1,85.40,95.59,24.64,79.27 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,2,80.43,78.82,16.98,88.16 c2d/credit-a,j48,fayyadIrani,-,552,138,5,2,83.33,82.72,15.79,88.16 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,2,80.43,78.82,16.98,88.16 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,2,82.61,87.14,22.06,80.26 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,3,88.41,92.11,16.13,87.50 c2d/credit-a,j48,fayyadIrani,-,552,138,5,3,89.13,94.52,16.92,86.25 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,3,88.41,92.11,16.13,87.50 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,3,84.78,96.83,25.33,76.25 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,4,81.88,79.07,13.46,90.67 c2d/credit-a,j48,fayyadIrani,-,552,138,5,4,85.51,83.13,10.91,92.00 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,4,81.88,79.07,13.46,90.67 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,4,86.96,93.85,19.18,81.33 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,5,89.13,83.75,3.45,97.10 c2d/credit-a,j48,fayyadIrani,-,552,138,5,5,86.23,82.05,8.33,92.75 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,5,89.13,83.75,3.45,97.10 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,5,87.68,91.94,15.79,82.61 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,614,153,1,1,75.82,69.77,21.82,55.56 c2d/diabetes,j48,cat,tested_positive,614,153,1,1,75.16,66.00,20.39,61.11 c2d/diabetes,nbk,cat,tested_positive,614,153,1,1,78.43,73.33,19.44,61.11 c2d/diabetes,oneR,cat,tested_positive,614,153,1,1,74.51,74.19,25.41,42.59 c2d/diabetes,bayes,cat,tested_positive,613,154,1,2,72.08,62.22,23.85,51.85 c2d/diabetes,j48,cat,tested_positive,613,154,1,2,74.68,64.71,20.39,61.11 c2d/diabetes,nbk,cat,tested_positive,613,154,1,2,72.08,64.10,25.22,46.30 c2d/diabetes,oneR,cat,tested_positive,613,154,1,2,70.78,62.86,26.89,40.74 c2d/diabetes,bayes,cat,tested_positive,614,153,1,3,73.20,62.00,21.36,58.49 c2d/diabetes,j48,cat,tested_positive,614,153,1,3,73.20,66.67,24.79,45.28 c2d/diabetes,nbk,cat,tested_positive,614,153,1,3,74.51,68.42,23.48,49.06 c2d/diabetes,oneR,cat,tested_positive,614,153,1,3,67.97,55.26,27.83,39.62 c2d/diabetes,bayes,cat,tested_positive,613,154,1,4,77.27,66.67,17.48,65.38 c2d/diabetes,j48,cat,tested_positive,613,154,1,4,70.78,55.38,17.98,69.23 c2d/diabetes,nbk,cat,tested_positive,613,154,1,4,79.22,70.83,16.98,65.38 c2d/diabetes,oneR,cat,tested_positive,613,154,1,4,75.32,62.50,17.35,67.31 c2d/diabetes,bayes,cat,tested_positive,614,153,1,5,75.16,66.04,20.00,63.64 c2d/diabetes,j48,cat,tested_positive,614,153,1,5,71.90,66.67,26.50,43.64 c2d/diabetes,nbk,cat,tested_positive,614,153,1,5,72.55,64.44,24.07,52.73 c2d/diabetes,oneR,cat,tested_positive,614,153,1,5,75.16,70.73,23.21,52.73 c2d/diabetes,bayes,cat,tested_positive,615,153,2,1,75.16,67.92,21.00,63.16 c2d/diabetes,j48,cat,tested_positive,615,153,2,1,65.36,55.56,31.62,35.09 c2d/diabetes,nbk,cat,tested_positive,615,153,2,1,75.82,73.81,23.42,54.39 c2d/diabetes,oneR,cat,tested_positive,615,153,2,1,71.90,69.44,27.35,43.86 c2d/diabetes,bayes,cat,tested_positive,614,154,2,2,74.03,66.67,22.33,59.65 c2d/diabetes,j48,cat,tested_positive,614,154,2,2,77.92,74.47,20.56,61.40 c2d/diabetes,nbk,cat,tested_positive,614,154,2,2,75.97,71.74,22.22,57.89 c2d/diabetes,oneR,cat,tested_positive,614,154,2,2,70.78,61.54,24.51,56.14 c2d/diabetes,bayes,cat,tested_positive,615,153,2,3,77.78,56.41,14.91,56.41 c2d/diabetes,j48,cat,tested_positive,615,153,2,3,71.90,46.00,15.53,58.97 c2d/diabetes,nbk,cat,tested_positive,615,153,2,3,79.08,59.46,14.66,56.41 c2d/diabetes,oneR,cat,tested_positive,615,153,2,3,75.16,52.00,20.31,33.33 c2d/diabetes,bayes,cat,tested_positive,614,154,2,4,77.92,73.47,20.00,63.16 c2d/diabetes,j48,cat,tested_positive,614,154,2,4,71.43,63.83,25.23,52.63 c2d/diabetes,nbk,cat,tested_positive,614,154,2,4,71.43,65.85,26.55,47.37 c2d/diabetes,oneR,cat,tested_positive,614,154,2,4,75.32,75.68,24.79,49.12 c2d/diabetes,bayes,cat,tested_positive,615,153,2,5,75.82,69.23,20.79,63.16 c2d/diabetes,j48,cat,tested_positive,615,153,2,5,73.20,73.53,26.89,43.86 c2d/diabetes,nbk,cat,tested_positive,615,153,2,5,75.16,71.11,23.15,56.14 c2d/diabetes,oneR,cat,tested_positive,615,153,2,5,67.97,61.11,29.91,38.60 c2d/diabetes,bayes,cat,tested_positive,615,153,3,1,85.62,82.00,12.62,75.93 c2d/diabetes,j48,cat,tested_positive,615,153,3,1,77.12,71.11,20.37,59.26 c2d/diabetes,nbk,cat,tested_positive,615,153,3,1,83.01,78.00,14.56,72.22 c2d/diabetes,oneR,cat,tested_positive,615,153,3,1,77.12,77.14,22.88,50.00 c2d/diabetes,bayes,cat,tested_positive,614,154,3,2,78.57,65.96,15.89,64.58 c2d/diabetes,j48,cat,tested_positive,614,154,3,2,78.57,65.31,15.24,66.67 c2d/diabetes,nbk,cat,tested_positive,614,154,3,2,77.27,65.12,18.02,58.33 c2d/diabetes,oneR,cat,tested_positive,614,154,3,2,70.78,54.05,23.93,41.67 c2d/diabetes,bayes,cat,tested_positive,615,153,3,3,67.32,54.17,26.67,48.15 c2d/diabetes,j48,cat,tested_positive,615,153,3,3,66.67,53.66,28.57,40.74 c2d/diabetes,nbk,cat,tested_positive,615,153,3,3,67.32,55.00,28.32,40.74 c2d/diabetes,oneR,cat,tested_positive,615,153,3,3,71.90,64.10,25.44,46.30 c2d/diabetes,bayes,cat,tested_positive,614,154,3,4,70.78,61.70,25.23,51.79 c2d/diabetes,j48,cat,tested_positive,614,154,3,4,61.69,47.89,26.51,60.71 c2d/diabetes,nbk,cat,tested_positive,614,154,3,4,71.43,65.79,26.72,44.64 c2d/diabetes,oneR,cat,tested_positive,614,154,3,4,66.23,54.76,29.46,41.07 c2d/diabetes,bayes,cat,tested_positive,615,153,3,5,77.78,71.15,18.81,66.07 c2d/diabetes,j48,cat,tested_positive,615,153,3,5,77.12,66.15,14.77,76.79 c2d/diabetes,nbk,cat,tested_positive,615,153,3,5,75.82,72.09,22.73,55.36 c2d/diabetes,oneR,cat,tested_positive,615,153,3,5,75.82,70.21,21.70,58.93 c2d/diabetes,bayes,cat,tested_positive,615,153,4,1,73.86,65.22,22.43,55.56 c2d/diabetes,j48,cat,tested_positive,615,153,4,1,78.43,73.33,19.44,61.11 c2d/diabetes,nbk,cat,tested_positive,615,153,4,1,73.20,65.12,23.64,51.85 c2d/diabetes,oneR,cat,tested_positive,615,153,4,1,73.20,72.41,26.61,38.89 c2d/diabetes,bayes,cat,tested_positive,614,154,4,2,74.68,64.81,20.00,63.64 c2d/diabetes,j48,cat,tested_positive,614,154,4,2,72.08,61.11,22.00,60.00 c2d/diabetes,nbk,cat,tested_positive,614,154,4,2,75.32,68.09,21.50,58.18 c2d/diabetes,oneR,cat,tested_positive,614,154,4,2,72.08,67.65,26.67,41.82 c2d/diabetes,bayes,cat,tested_positive,615,153,4,3,73.86,63.83,21.70,56.60 c2d/diabetes,j48,cat,tested_positive,615,153,4,3,73.20,70.00,26.02,39.62 c2d/diabetes,nbk,cat,tested_positive,615,153,4,3,74.51,63.46,19.80,62.26 c2d/diabetes,oneR,cat,tested_positive,615,153,4,3,70.59,62.50,27.27,37.74 c2d/diabetes,bayes,cat,tested_positive,614,154,4,4,76.62,69.39,20.00,61.82 c2d/diabetes,j48,cat,tested_positive,614,154,4,4,73.38,65.91,23.64,52.73 c2d/diabetes,nbk,cat,tested_positive,614,154,4,4,75.32,72.97,23.93,49.09 c2d/diabetes,oneR,cat,tested_positive,614,154,4,4,72.08,63.64,24.55,50.91 c2d/diabetes,bayes,cat,tested_positive,615,153,4,5,75.82,65.85,20.54,54.00 c2d/diabetes,j48,cat,tested_positive,615,153,4,5,74.51,59.32,15.96,70.00 c2d/diabetes,nbk,cat,tested_positive,615,153,4,5,75.82,66.67,21.05,52.00 c2d/diabetes,oneR,cat,tested_positive,615,153,4,5,74.51,64.10,21.93,50.00 c2d/diabetes,bayes,cat,tested_positive,615,153,5,1,77.78,66.67,17.59,61.22 c2d/diabetes,j48,cat,tested_positive,615,153,5,1,73.86,63.64,23.33,42.86 c2d/diabetes,nbk,cat,tested_positive,615,153,5,1,77.78,68.29,18.75,57.14 c2d/diabetes,oneR,cat,tested_positive,615,153,5,1,70.59,56.67,26.02,34.69 c2d/diabetes,bayes,cat,tested_positive,614,154,5,2,77.27,72.09,20.72,57.41 c2d/diabetes,j48,cat,tested_positive,614,154,5,2,74.68,66.67,22.02,55.56 c2d/diabetes,nbk,cat,tested_positive,614,154,5,2,77.27,78.79,23.14,48.15 c2d/diabetes,oneR,cat,tested_positive,614,154,5,2,73.38,66.67,24.35,48.15 c2d/diabetes,bayes,cat,tested_positive,615,153,5,3,73.20,59.65,18.75,65.38 c2d/diabetes,j48,cat,tested_positive,615,153,5,3,73.20,59.65,18.75,65.38 c2d/diabetes,nbk,cat,tested_positive,615,153,5,3,78.43,67.92,16.00,69.23 c2d/diabetes,oneR,cat,tested_positive,615,153,5,3,73.86,67.65,24.37,44.23 c2d/diabetes,bayes,cat,tested_positive,614,154,5,4,74.68,72.50,24.56,50.88 c2d/diabetes,j48,cat,tested_positive,614,154,5,4,75.32,67.27,20.20,64.91 c2d/diabetes,nbk,cat,tested_positive,614,154,5,4,71.43,66.67,26.96,45.61 c2d/diabetes,oneR,cat,tested_positive,614,154,5,4,67.53,58.54,29.20,42.11 c2d/diabetes,bayes,cat,tested_positive,615,153,5,5,74.51,66.67,21.57,60.71 c2d/diabetes,j48,cat,tested_positive,615,153,5,5,75.16,73.68,24.35,50.00 c2d/diabetes,nbk,cat,tested_positive,615,153,5,5,71.90,64.44,25.00,51.79 c2d/diabetes,oneR,cat,tested_positive,615,153,5,5,72.55,71.88,27.27,41.07 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,1,70.59,61.90,23.33,65.00 c2d/diabetes,j48,disctree,tested_positive,615,153,1,1,69.28,61.40,26.04,58.33 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,1,70.59,61.90,23.33,65.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,1,73.20,66.67,22.92,63.33 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,2,78.57,68.89,17.43,62.00 c2d/diabetes,j48,disctree,tested_positive,614,154,1,2,75.32,68.75,22.95,44.00 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,2,78.57,68.89,17.43,62.00 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,2,76.62,66.67,19.64,56.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,3,70.59,55.93,20.21,63.46 c2d/diabetes,j48,disctree,tested_positive,615,153,1,3,77.78,80.00,22.76,46.15 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,3,70.59,55.93,20.21,63.46 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,3,75.82,64.71,18.63,63.46 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,4,74.03,55.56,13.19,74.47 c2d/diabetes,j48,disctree,tested_positive,614,154,1,4,74.03,57.45,18.69,57.45 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,4,74.03,55.56,13.19,74.47 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,4,73.38,55.56,17.00,63.83 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,5,77.78,73.08,19.80,65.52 c2d/diabetes,j48,disctree,tested_positive,615,153,1,5,71.24,70.59,28.57,41.38 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,5,77.78,73.08,19.80,65.52 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,5,69.93,63.04,27.10,50.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,1,75.82,70.49,20.65,69.35 c2d/diabetes,j48,disctree,tested_positive,615,153,2,1,71.90,74.36,28.95,46.77 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,1,75.82,70.49,20.65,69.35 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,1,71.90,66.67,25.00,61.29 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,2,70.13,61.67,24.47,61.67 c2d/diabetes,j48,disctree,tested_positive,614,154,2,2,71.43,69.05,27.68,48.33 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,2,70.13,61.67,24.47,61.67 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,2,72.08,65.45,24.24,60.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,3,77.12,65.38,16.83,66.67 c2d/diabetes,j48,disctree,tested_positive,615,153,2,3,78.43,70.45,18.35,60.78 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,3,77.12,65.38,16.83,66.67 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,3,77.12,64.81,16.16,68.63 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,4,77.92,58.33,13.21,66.67 c2d/diabetes,j48,disctree,tested_positive,614,154,2,4,78.57,65.52,18.40,45.24 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,4,77.92,58.33,13.21,66.67 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,4,75.97,56.10,16.81,54.76 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,5,67.32,52.63,23.96,56.60 c2d/diabetes,j48,disctree,tested_positive,615,153,2,5,72.55,66.67,25.83,41.51 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,5,67.32,52.63,23.96,56.60 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,5,71.90,61.36,23.85,50.94 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,1,76.47,62.50,17.14,62.50 c2d/diabetes,j48,disctree,tested_positive,615,153,3,1,77.78,66.67,18.02,58.33 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,1,76.47,62.50,17.14,62.50 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,1,77.12,63.27,16.35,64.58 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,2,77.92,65.45,15.15,70.59 c2d/diabetes,j48,disctree,tested_positive,614,154,3,2,76.62,74.19,22.76,45.10 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,2,77.92,65.45,15.15,70.59 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,2,76.62,65.96,18.69,60.78 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,3,75.16,64.29,18.56,66.67 c2d/diabetes,j48,disctree,tested_positive,615,153,3,3,73.86,65.91,22.94,53.70 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,3,75.16,64.29,18.56,66.67 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,3,73.20,62.26,21.00,61.11 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,4,70.78,55.74,19.35,65.38 c2d/diabetes,j48,disctree,tested_positive,614,154,3,4,70.13,58.33,26.27,40.38 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,4,70.78,55.74,19.35,65.38 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,4,70.13,56.00,23.08,53.85 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,5,71.24,67.31,26.73,56.45 c2d/diabetes,j48,disctree,tested_positive,615,153,3,5,74.51,82.86,27.97,46.77 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,5,71.24,67.31,26.73,56.45 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,5,71.90,68.63,26.47,56.45 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,1,64.71,48.33,24.73,55.77 c2d/diabetes,j48,disctree,tested_positive,615,153,4,1,66.67,51.43,28.81,34.62 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,1,64.71,48.33,24.73,55.77 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,1,62.75,45.10,28.43,44.23 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,2,75.32,67.27,20.20,64.91 c2d/diabetes,j48,disctree,tested_positive,614,154,4,2,75.97,77.78,24.58,49.12 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,2,75.32,67.27,20.20,64.91 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,2,72.73,65.31,23.81,56.14 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,3,74.51,60.94,15.73,73.58 c2d/diabetes,j48,disctree,tested_positive,615,153,4,3,74.51,64.00,20.39,60.38 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,3,74.51,60.94,15.73,73.58 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,3,79.08,69.81,16.00,69.81 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,4,78.57,62.71,11.58,77.08 c2d/diabetes,j48,disctree,tested_positive,614,154,4,4,77.92,66.67,17.86,58.33 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,4,78.57,62.71,11.58,77.08 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,4,80.52,68.00,13.46,70.83 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,5,76.47,72.34,21.70,59.65 c2d/diabetes,j48,disctree,tested_positive,615,153,4,5,74.51,72.50,24.78,50.88 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,5,76.47,72.34,21.70,59.65 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,5,73.86,68.09,23.58,56.14 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,1,71.90,65.52,24.21,62.30 c2d/diabetes,j48,disctree,tested_positive,615,153,5,1,71.24,72.97,29.31,44.26 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,1,71.90,65.52,24.21,62.30 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,1,72.55,67.92,25.00,59.02 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,2,75.32,65.38,19.61,62.96 c2d/diabetes,j48,disctree,tested_positive,614,154,5,2,68.83,56.00,25.00,51.85 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,2,75.32,65.38,19.61,62.96 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,2,72.08,60.78,22.33,57.41 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,3,76.47,59.62,14.85,67.39 c2d/diabetes,j48,disctree,tested_positive,615,153,5,3,77.78,65.79,18.26,54.35 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,3,76.47,59.62,14.85,67.39 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,3,77.78,64.29,17.12,58.70 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,4,78.57,65.52,13.54,74.51 c2d/diabetes,j48,disctree,tested_positive,614,154,5,4,76.62,68.29,20.35,54.90 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,4,78.57,65.52,13.54,74.51 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,4,76.62,63.64,16.16,68.63 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,5,72.55,61.40,20.83,63.64 c2d/diabetes,j48,disctree,tested_positive,615,153,5,5,70.59,61.36,25.69,49.09 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,5,72.55,61.40,20.83,63.64 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,5,70.59,60.00,24.27,54.55 c2d/diabetes,bayes,tbin,tested_positive,614,153,1,1,82.35,74.42,14.55,66.67 c2d/diabetes,j48,tbin,tested_positive,614,153,1,1,77.78,68.42,19.13,54.17 c2d/diabetes,nbk,tbin,tested_positive,614,153,1,1,82.35,74.42,14.55,66.67 c2d/diabetes,oneR,tbin,tested_positive,614,153,1,1,76.47,71.43,22.40,41.67 c2d/diabetes,bayes,tbin,tested_positive,613,154,1,2,68.18,56.00,25.96,50.91 c2d/diabetes,j48,tbin,tested_positive,613,154,1,2,73.38,66.67,24.11,50.91 c2d/diabetes,nbk,tbin,tested_positive,613,154,1,2,68.18,56.00,25.96,50.91 c2d/diabetes,oneR,tbin,tested_positive,613,154,1,2,72.08,73.08,28.12,34.55 c2d/diabetes,bayes,tbin,tested_positive,614,153,1,3,73.86,62.26,20.00,62.26 c2d/diabetes,j48,tbin,tested_positive,614,153,1,3,70.59,60.00,25.66,45.28 c2d/diabetes,nbk,tbin,tested_positive,614,153,1,3,73.86,62.26,20.00,62.26 c2d/diabetes,oneR,tbin,tested_positive,614,153,1,3,67.32,53.06,25.96,49.06 c2d/diabetes,bayes,tbin,tested_positive,613,154,1,4,72.73,59.18,20.95,56.86 c2d/diabetes,j48,tbin,tested_positive,613,154,1,4,77.27,66.67,17.92,62.75 c2d/diabetes,nbk,tbin,tested_positive,613,154,1,4,72.73,59.18,20.95,56.86 c2d/diabetes,oneR,tbin,tested_positive,613,154,1,4,78.57,80.00,21.77,47.06 c2d/diabetes,bayes,tbin,tested_positive,614,153,1,5,79.74,79.59,20.19,65.00 c2d/diabetes,j48,tbin,tested_positive,614,153,1,5,75.16,82.35,26.89,46.67 c2d/diabetes,nbk,tbin,tested_positive,614,153,1,5,79.74,79.59,20.19,65.00 c2d/diabetes,oneR,tbin,tested_positive,614,153,1,5,73.20,82.76,29.03,40.00 c2d/diabetes,bayes,tbin,tested_positive,614,153,2,1,77.12,72.73,21.10,58.18 c2d/diabetes,j48,tbin,tested_positive,614,153,2,1,77.78,72.34,19.81,61.82 c2d/diabetes,nbk,tbin,tested_positive,614,153,2,1,77.12,72.73,21.10,58.18 c2d/diabetes,oneR,tbin,tested_positive,614,153,2,1,72.55,69.70,26.67,41.82 c2d/diabetes,bayes,tbin,tested_positive,613,154,2,2,75.32,64.15,18.81,64.15 c2d/diabetes,j48,tbin,tested_positive,613,154,2,2,74.68,64.00,20.19,60.38 c2d/diabetes,nbk,tbin,tested_positive,613,154,2,2,75.32,64.15,18.81,64.15 c2d/diabetes,oneR,tbin,tested_positive,613,154,2,2,72.73,59.32,18.95,66.04 c2d/diabetes,bayes,tbin,tested_positive,614,153,2,3,73.20,71.79,26.32,48.28 c2d/diabetes,j48,tbin,tested_positive,614,153,2,3,71.24,67.50,27.43,46.55 c2d/diabetes,nbk,tbin,tested_positive,614,153,2,3,73.20,71.79,26.32,48.28 c2d/diabetes,oneR,tbin,tested_positive,614,153,2,3,69.28,70.37,30.95,32.76 c2d/diabetes,bayes,tbin,tested_positive,613,154,2,4,75.97,62.22,18.35,58.33 c2d/diabetes,j48,tbin,tested_positive,613,154,2,4,75.32,67.86,23.02,39.58 c2d/diabetes,nbk,tbin,tested_positive,613,154,2,4,75.97,62.22,18.35,58.33 c2d/diabetes,oneR,tbin,tested_positive,613,154,2,4,74.68,73.68,25.19,29.17 c2d/diabetes,bayes,tbin,tested_positive,614,153,2,5,75.82,62.90,15.38,73.58 c2d/diabetes,j48,tbin,tested_positive,614,153,2,5,77.12,72.50,21.24,54.72 c2d/diabetes,nbk,tbin,tested_positive,614,153,2,5,75.82,62.90,15.38,73.58 c2d/diabetes,oneR,tbin,tested_positive,614,153,2,5,75.16,65.31,20.19,60.38 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,1,72.55,62.50,20.22,68.97 c2d/diabetes,j48,tbin,tested_positive,615,153,3,1,72.55,66.00,24.27,56.90 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,1,72.55,62.50,20.22,68.97 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,1,69.93,68.75,29.75,37.93 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,2,74.68,66.04,20.79,62.50 c2d/diabetes,j48,tbin,tested_positive,614,154,3,2,72.08,64.44,24.77,51.79 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,2,74.68,66.04,20.79,62.50 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,2,71.43,71.43,28.57,35.71 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,3,77.12,63.04,16.82,61.70 c2d/diabetes,j48,tbin,tested_positive,615,153,3,3,74.51,60.00,20.35,51.06 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,3,77.12,63.04,16.82,61.70 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,3,70.59,51.85,19.19,59.57 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,4,78.57,67.35,16.19,66.00 c2d/diabetes,j48,tbin,tested_positive,614,154,3,4,80.52,79.41,19.17,54.00 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,4,78.57,67.35,16.19,66.00 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,4,77.27,82.61,23.66,38.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,5,74.51,74.29,25.42,46.43 c2d/diabetes,j48,tbin,tested_positive,615,153,3,5,75.82,73.17,23.21,53.57 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,5,74.51,74.29,25.42,46.43 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,5,73.86,78.57,27.20,39.29 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,1,75.16,68.97,21.05,66.67 c2d/diabetes,j48,tbin,tested_positive,615,153,4,1,71.24,64.81,25.25,58.33 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,1,75.16,68.97,21.05,66.67 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,1,70.59,74.19,30.33,38.33 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,2,79.87,71.11,16.51,64.00 c2d/diabetes,j48,tbin,tested_positive,614,154,4,2,74.68,68.97,24.00,40.00 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,2,79.87,71.11,16.51,64.00 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,2,75.32,71.43,23.81,40.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,3,72.55,60.00,21.36,57.69 c2d/diabetes,j48,tbin,tested_positive,615,153,4,3,77.12,69.77,20.00,57.69 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,3,72.55,60.00,21.36,57.69 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,3,76.47,76.67,23.58,44.23 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,4,68.18,50.00,22.55,53.06 c2d/diabetes,j48,tbin,tested_positive,614,154,4,4,76.62,66.67,20.00,53.06 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,4,68.18,50.00,22.55,53.06 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,4,72.08,56.25,20.75,55.10 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,5,75.82,72.73,22.94,56.14 c2d/diabetes,j48,tbin,tested_positive,615,153,4,5,76.47,80.00,24.58,49.12 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,5,75.82,72.73,22.94,56.14 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,5,73.20,80.77,28.35,36.84 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,1,78.43,79.49,21.93,55.36 c2d/diabetes,j48,tbin,tested_positive,615,153,5,1,74.51,75.76,25.83,44.64 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,1,78.43,79.49,21.93,55.36 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,1,76.47,88.46,25.98,41.07 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,2,76.62,69.39,20.00,61.82 c2d/diabetes,j48,tbin,tested_positive,614,154,5,2,77.27,73.81,21.43,56.36 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,2,76.62,69.39,20.00,61.82 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,2,71.43,60.38,22.77,58.18 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,3,68.63,53.45,22.11,59.62 c2d/diabetes,j48,tbin,tested_positive,615,153,5,3,70.59,57.45,23.58,51.92 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,3,68.63,53.45,22.11,59.62 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,3,70.59,62.96,27.78,32.69 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,4,71.43,63.27,24.76,54.39 c2d/diabetes,j48,tbin,tested_positive,614,154,5,4,72.08,67.50,26.32,47.37 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,4,71.43,63.27,24.76,54.39 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,4,70.13,70.37,29.92,33.33 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,5,81.70,68.52,11.11,77.08 c2d/diabetes,j48,tbin,tested_positive,615,153,5,5,77.12,63.83,16.98,62.50 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,5,81.70,68.52,11.11,77.08 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,5,75.82,67.74,22.13,43.75 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,1,75.82,71.43,21.65,65.57 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,1,75.16,73.47,24.04,59.02 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,1,75.82,71.43,21.65,65.57 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,1,69.93,74.19,31.15,37.70 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,2,77.27,66.67,15.96,72.73 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,2,78.57,72.00,18.27,65.45 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,2,77.27,66.67,15.96,72.73 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,2,70.78,75.00,29.85,27.27 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,3,71.90,51.02,18.27,56.82 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,3,73.20,53.33,18.52,54.55 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,3,71.90,51.02,18.27,56.82 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,3,73.86,64.29,25.18,20.45 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,4,84.42,80.00,13.13,77.19 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,4,83.12,77.19,13.40,77.19 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,4,84.42,80.00,13.13,77.19 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,4,79.22,90.32,23.58,49.12 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,5,80.39,74.42,17.27,62.75 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,5,82.35,80.00,16.81,62.75 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,5,80.39,74.42,17.27,62.75 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,5,79.74,88.46,22.05,45.10 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,1,75.16,62.96,18.18,65.38 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,1,75.82,65.96,19.81,59.62 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,1,75.16,62.96,18.18,65.38 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,1,68.63,57.14,28.80,30.77 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,2,78.57,67.74,14.13,76.36 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,2,79.87,70.00,13.83,76.36 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,2,78.57,67.74,14.13,76.36 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,2,75.97,80.00,25.00,43.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,3,81.70,77.55,16.35,69.09 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,3,78.43,80.56,22.22,52.73 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,3,81.70,77.55,16.35,69.09 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,3,76.47,88.00,25.78,40.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,4,75.97,68.75,20.75,60.00 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,4,79.22,75.56,19.27,61.82 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,4,75.97,68.75,20.75,60.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,4,72.73,61.40,20.62,63.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,5,77.12,64.71,16.67,66.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,5,72.55,58.70,21.50,54.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,5,77.12,64.71,16.67,66.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,5,73.86,81.25,27.01,26.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,76.47,58.00,14.56,65.91 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,75.16,56.52,16.82,59.09 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,76.47,58.00,14.56,65.91 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,69.28,47.46,17.02,63.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,77.92,74.14,19.79,69.35 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,72.73,71.74,26.85,53.23 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,77.92,74.14,19.79,69.35 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,68.83,81.82,33.33,29.03 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,77.12,62.50,16.19,63.83 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,77.12,65.00,18.58,55.32 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,77.12,62.50,16.19,63.83 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,75.82,72.73,23.66,34.04 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,78.57,75.51,20.00,63.79 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,79.87,82.93,21.24,58.62 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,78.57,75.51,20.00,63.79 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,76.62,89.29,26.19,43.10 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,80.39,73.21,15.46,73.21 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,78.43,76.74,20.91,58.93 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,80.39,73.21,15.46,73.21 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,73.86,78.57,27.20,39.29 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,4,1,75.16,66.13,18.68,70.69 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,4,1,73.20,64.41,21.28,65.52 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,4,1,75.16,66.13,18.68,70.69 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,4,1,72.55,76.67,28.46,39.66 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,4,2,78.57,72.55,18.45,66.07 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,4,2,78.57,74.47,19.63,62.50 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,4,2,78.57,72.55,18.45,66.07 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,4,2,72.73,81.82,28.79,32.14 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,4,3,78.43,70.83,18.10,64.15 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,4,3,78.43,71.74,18.69,62.26 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,4,3,78.43,70.83,18.10,64.15 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,4,3,76.47,84.00,25.00,39.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,4,4,76.62,60.00,15.38,65.22 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,4,4,79.87,69.23,16.52,58.70 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,4,4,76.62,60.00,15.38,65.22 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,4,4,75.97,73.68,23.70,30.43 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,4,5,80.39,70.69,13.68,75.93 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,4,5,81.05,79.07,18.18,62.96 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,4,5,80.39,70.69,13.68,75.93 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,4,5,76.47,84.62,25.20,40.74 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,1,78.43,67.31,15.84,68.63 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,1,79.74,71.74,16.82,64.71 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,1,78.43,67.31,15.84,68.63 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,1,76.47,80.00,24.22,39.22 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,2,79.87,73.33,17.43,63.46 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,2,79.22,75.00,19.30,57.69 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,2,79.87,73.33,17.43,63.46 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,2,74.68,78.26,25.95,34.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,3,81.05,68.42,11.46,78.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,3,83.66,73.58,11.00,78.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,3,81.05,68.42,11.46,78.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,3,79.74,88.00,21.88,44.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,4,78.57,69.64,16.33,70.91 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,4,75.32,68.09,21.50,58.18 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,4,78.57,69.64,16.33,70.91 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,4,72.73,78.26,28.24,32.73 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,5,72.55,66.67,24.24,60.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,5,76.47,77.27,23.85,56.67 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,5,72.55,66.67,24.24,60.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,5,69.93,76.92,31.50,33.33 /home/donaldb/var/weka/xval.3923 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,83.33,87.50,19.44,75.00 e2i/heart-c,j48,cat,>50_1,243,60,1,1,81.67,84.00,20.00,75.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,85.00,88.00,17.14,78.57 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,70.00,67.86,28.12,67.86 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,83.61,86.21,18.75,80.65 e2i/heart-c,j48,cat,>50_1,242,61,1,2,78.69,82.14,24.24,74.19 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,86.89,89.66,15.62,83.87 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,75.41,78.57,27.27,70.97 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,76.67,67.86,15.62,79.17 e2i/heart-c,j48,cat,>50_1,243,60,1,3,75.00,69.57,21.62,66.67 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,73.33,63.33,16.67,79.17 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,70.00,62.50,25.00,62.50 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,90.16,95.45,12.82,80.77 e2i/heart-c,j48,cat,>50_1,242,61,1,4,80.33,76.92,17.14,76.92 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,91.80,95.65,10.53,84.62 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,73.77,69.23,22.86,69.23 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,81.67,80.00,16.67,82.76 e2i/heart-c,j48,cat,>50_1,243,60,1,5,68.33,64.71,26.92,75.86 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,85.00,85.71,15.62,82.76 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,76.67,74.19,20.69,79.31 e2i/heart-c,bayes,cat,>50_1,243,60,2,1,83.33,80.00,14.29,80.00 e2i/heart-c,j48,cat,>50_1,243,60,2,1,81.67,76.92,14.71,80.00 e2i/heart-c,nbk,cat,>50_1,243,60,2,1,85.00,80.77,11.76,84.00 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e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,86.67,82.61,10.81,82.61 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,75.00,66.67,19.44,69.57 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,86.67,82.61,10.81,82.61 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,85.00,79.17,11.11,82.61 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,73.33,66.67,20.00,69.57 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,76.67,73.68,21.95,60.87 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,73.33,66.67,20.00,69.57 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,66.67,55.56,24.24,65.22 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,81.97,85.19,20.59,76.67 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,73.77,79.17,29.73,63.33 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,81.97,85.19,20.59,76.67 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,67.21,69.23,34.29,60.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,86.67,82.61,10.81,82.61 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,83.33,74.07,9.09,86.96 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,86.67,82.61,10.81,82.61 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,75.00,65.38,17.65,73.91 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,88.52,93.33,16.13,84.85 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,77.05,80.65,26.67,75.76 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,88.52,93.33,16.13,84.85 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,72.13,73.53,29.63,75.76 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,88.33,92.00,14.29,82.14 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,83.33,80.00,13.33,85.71 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,88.33,92.00,14.29,82.14 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,80.00,86.36,23.68,67.86 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,85.00,79.31,9.68,88.46 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,73.33,67.86,21.88,73.08 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,85.00,79.31,9.68,88.46 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,76.67,71.43,18.75,76.92 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,78.69,85.00,22.50,65.38 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,80.33,85.00,21.95,65.38 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,78.69,85.00,22.50,65.38 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,70.49,66.67,27.03,61.54 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,83.33,88.00,20.00,75.86 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,80.00,77.42,17.24,82.76 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,83.33,88.00,20.00,75.86 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,68.33,69.23,32.35,62.07 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,83.61,77.78,11.76,84.00 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,77.05,70.37,17.65,76.00 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,83.61,77.78,11.76,84.00 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,72.13,65.38,22.86,68.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,88.33,90.00,13.33,87.10 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,71.67,79.17,33.33,61.29 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,88.33,90.00,13.33,87.10 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,68.33,75.00,36.11,58.06 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,236,58,1,1,87.93,81.25,9.52,76.47 e2i/heart-h,j48,cat,>50_1,236,58,1,1,84.48,78.57,13.64,64.71 e2i/heart-h,nbk,cat,>50_1,236,58,1,1,86.21,80.00,11.63,70.59 e2i/heart-h,oneR,cat,>50_1,236,58,1,1,84.48,78.57,13.64,64.71 e2i/heart-h,bayes,cat,>50_1,235,59,1,2,84.75,85.00,15.38,73.91 e2i/heart-h,j48,cat,>50_1,235,59,1,2,81.36,87.50,20.93,60.87 e2i/heart-h,nbk,cat,>50_1,235,59,1,2,88.14,90.00,12.82,78.26 e2i/heart-h,oneR,cat,>50_1,235,59,1,2,88.14,86.36,10.81,82.61 e2i/heart-h,bayes,cat,>50_1,235,59,1,3,77.97,62.50,11.43,78.95 e2i/heart-h,j48,cat,>50_1,235,59,1,3,83.05,71.43,10.53,78.95 e2i/heart-h,nbk,cat,>50_1,235,59,1,3,86.44,78.95,10.00,78.95 e2i/heart-h,oneR,cat,>50_1,235,59,1,3,81.36,72.22,14.63,68.42 e2i/heart-h,bayes,cat,>50_1,235,59,1,4,88.14,81.82,8.11,85.71 e2i/heart-h,j48,cat,>50_1,235,59,1,4,83.05,78.95,15.00,71.43 e2i/heart-h,nbk,cat,>50_1,235,59,1,4,88.14,85.00,10.26,80.95 e2i/heart-h,oneR,cat,>50_1,235,59,1,4,76.27,70.59,21.43,57.14 e2i/heart-h,bayes,cat,>50_1,236,58,1,5,77.59,80.95,24.32,65.38 e2i/heart-h,j48,cat,>50_1,236,58,1,5,68.97,65.38,28.12,65.38 e2i/heart-h,nbk,cat,>50_1,236,58,1,5,77.59,84.21,25.64,61.54 e2i/heart-h,oneR,cat,>50_1,236,58,1,5,67.24,70.59,34.15,46.15 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,74.14,76.19,27.03,61.54 e2i/heart-h,j48,cat,>50_1,236,58,2,1,70.69,73.68,30.77,53.85 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,74.14,76.19,27.03,61.54 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,67.24,70.59,34.15,46.15 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,83.05,81.82,16.22,75.00 e2i/heart-h,j48,cat,>50_1,235,59,2,2,84.75,89.47,17.50,70.83 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,83.05,85.00,17.95,70.83 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,84.75,89.47,17.50,70.83 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,93.22,90.00,5.13,90.00 e2i/heart-h,j48,cat,>50_1,235,59,2,3,83.05,81.25,16.28,65.00 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,93.22,94.44,7.32,85.00 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,84.75,78.95,12.50,75.00 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,88.14,73.68,5.00,87.50 e2i/heart-h,j48,cat,>50_1,235,59,2,4,86.44,72.22,7.32,81.25 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,86.44,72.22,7.32,81.25 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,84.75,70.59,9.52,75.00 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,82.76,75.00,13.16,75.00 e2i/heart-h,j48,cat,>50_1,236,58,2,5,79.31,75.00,19.05,60.00 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,84.48,78.95,12.82,75.00 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,79.31,75.00,19.05,60.00 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,86.21,81.48,9.68,88.00 e2i/heart-h,j48,cat,>50_1,236,58,3,1,81.03,79.17,17.65,76.00 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,87.93,84.62,9.38,88.00 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,81.03,79.17,17.65,76.00 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,79.66,80.95,21.05,68.00 e2i/heart-h,j48,cat,>50_1,235,59,3,2,76.27,82.35,26.19,56.00 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,81.36,85.00,20.51,68.00 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,79.66,88.24,23.81,60.00 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_1,235,59,3,3,84.75,90.00,17.95,72.00 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,88.14,90.91,13.51,80.00 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,84.75,86.36,16.22,76.00 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,79.66,68.42,15.00,68.42 e2i/heart-h,j48,cat,>50_1,235,59,3,4,72.88,57.89,20.00,57.89 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,81.36,78.57,17.78,57.89 e2i/heart-h,oneR,cat,>50_1,235,59,3,4,72.88,58.82,21.43,52.63 e2i/heart-h,bayes,cat,>50_1,236,58,3,5,84.48,61.54,8.89,66.67 e2i/heart-h,j48,cat,>50_1,236,58,3,5,77.59,46.67,11.63,58.33 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,82.76,58.33,10.87,58.33 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,77.59,45.45,14.89,41.67 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,77.59,72.41,17.24,80.77 e2i/heart-h,j48,cat,>50_1,236,58,4,1,74.14,76.19,27.03,61.54 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,77.59,74.07,19.35,76.92 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,74.14,72.00,24.24,69.23 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,86.44,82.35,11.90,73.68 e2i/heart-h,j48,cat,>50_1,235,59,4,2,83.05,76.47,14.29,68.42 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,86.44,82.35,11.90,73.68 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,86.44,86.67,13.64,68.42 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,79.66,73.33,18.18,57.89 e2i/heart-h,j48,cat,>50_1,235,59,4,3,72.88,58.82,21.43,52.63 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,83.05,84.62,17.39,57.89 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,72.88,61.54,23.91,42.11 e2i/heart-h,bayes,cat,>50_1,235,59,4,4,94.92,94.74,5.00,90.00 e2i/heart-h,j48,cat,>50_1,235,59,4,4,71.19,55.56,15.62,75.00 e2i/heart-h,nbk,cat,>50_1,235,59,4,4,91.53,100.00,11.36,75.00 e2i/heart-h,oneR,cat,>50_1,235,59,4,4,83.05,77.78,14.63,70.00 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/home/donaldb/var/weka/xval.14289 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,87.14,90.24,17.24,88.10 e2i/ionosphere,j48,cat,g,281,70,1,1,88.57,88.64,11.54,92.86 e2i/ionosphere,nbk,cat,g,281,70,1,1,91.43,90.91,7.69,95.24 e2i/ionosphere,oneR,cat,g,281,70,1,1,78.57,81.40,25.93,83.33 e2i/ionosphere,bayes,cat,g,281,70,1,2,82.86,90.91,24.32,76.92 e2i/ionosphere,j48,cat,g,281,70,1,2,95.71,95.00,3.33,97.44 e2i/ionosphere,nbk,cat,g,281,70,1,2,97.14,97.44,3.23,97.44 e2i/ionosphere,oneR,cat,g,281,70,1,2,84.29,83.33,14.29,89.74 e2i/ionosphere,bayes,cat,g,281,70,1,3,85.71,93.48,29.17,86.00 e2i/ionosphere,j48,cat,g,281,70,1,3,88.57,93.75,22.73,90.00 e2i/ionosphere,nbk,cat,g,281,70,1,3,91.43,95.83,18.18,92.00 e2i/ionosphere,oneR,cat,g,281,70,1,3,82.86,85.19,25.00,92.00 e2i/ionosphere,bayes,cat,g,281,70,1,4,78.57,94.44,38.24,72.34 e2i/ionosphere,j48,cat,g,281,70,1,4,92.86,92.00,5.00,97.87 e2i/ionosphere,nbk,cat,g,281,70,1,4,95.71,97.83,8.33,95.74 e2i/ionosphere,oneR,cat,g,281,70,1,4,82.86,87.23,26.09,87.23 e2i/ionosphere,bayes,cat,g,281,70,1,5,78.57,87.80,34.48,78.26 e2i/ionosphere,j48,cat,g,281,70,1,5,94.29,92.00,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,5,84.29,87.23,21.74,89.13 e2i/ionosphere,oneR,cat,g,281,70,1,5,80.00,82.00,25.00,89.13 e2i/ionosphere,bayes,cat,g,281,70,2,1,87.14,95.12,24.14,84.78 e2i/ionosphere,j48,cat,g,281,70,2,1,95.71,93.88,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,2,1,94.29,95.65,8.33,95.65 e2i/ionosphere,oneR,cat,g,281,70,2,1,82.86,90.48,28.57,82.61 e2i/ionosphere,bayes,cat,g,281,70,2,2,87.14,97.56,27.59,83.33 e2i/ionosphere,j48,cat,g,281,70,2,2,84.29,95.12,31.03,81.25 e2i/ionosphere,nbk,cat,g,281,70,2,2,92.86,95.74,13.04,93.75 e2i/ionosphere,oneR,cat,g,281,70,2,2,85.71,89.58,22.73,89.58 e2i/ionosphere,bayes,cat,g,281,70,2,3,84.29,89.36,26.09,87.50 e2i/ionosphere,j48,cat,g,281,70,2,3,92.86,90.57,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,2,3,90.00,93.62,17.39,91.67 e2i/ionosphere,oneR,cat,g,281,70,2,3,82.86,84.62,22.22,91.67 e2i/ionosphere,bayes,cat,g,281,70,2,4,77.14,82.76,26.83,68.57 e2i/ionosphere,j48,cat,g,281,70,2,4,84.29,77.27,3.85,97.14 e2i/ionosphere,nbk,cat,g,281,70,2,4,87.14,88.24,13.89,85.71 e2i/ionosphere,oneR,cat,g,281,70,2,4,82.86,81.08,15.15,85.71 e2i/ionosphere,bayes,cat,g,281,70,2,5,80.00,94.74,37.50,75.00 e2i/ionosphere,j48,cat,g,281,70,2,5,94.29,94.00,5.00,97.92 e2i/ionosphere,nbk,cat,g,281,70,2,5,91.43,95.65,16.67,91.67 e2i/ionosphere,oneR,cat,g,281,70,2,5,87.14,89.80,19.05,91.67 e2i/ionosphere,bayes,cat,g,281,70,3,1,75.71,88.89,38.24,71.11 e2i/ionosphere,j48,cat,g,281,70,3,1,88.57,93.02,18.52,88.89 e2i/ionosphere,nbk,cat,g,281,70,3,1,91.43,93.33,12.00,93.33 e2i/ionosphere,oneR,cat,g,281,70,3,1,82.86,85.11,21.74,88.89 e2i/ionosphere,bayes,cat,g,281,70,3,2,88.57,91.49,17.39,91.49 e2i/ionosphere,j48,cat,g,281,70,3,2,88.57,89.80,14.29,93.62 e2i/ionosphere,nbk,cat,g,281,70,3,2,87.14,91.30,20.83,89.36 e2i/ionosphere,oneR,cat,g,281,70,3,2,80.00,80.00,20.00,93.62 e2i/ionosphere,bayes,cat,g,281,70,3,3,78.57,90.91,32.43,71.43 e2i/ionosphere,j48,cat,g,281,70,3,3,94.29,93.18,3.85,97.62 e2i/ionosphere,nbk,cat,g,281,70,3,3,97.14,97.62,3.57,97.62 e2i/ionosphere,oneR,cat,g,281,70,3,3,85.71,88.10,17.86,88.10 e2i/ionosphere,bayes,cat,g,281,70,3,4,84.29,95.00,30.00,80.85 e2i/ionosphere,j48,cat,g,281,70,3,4,82.86,90.70,29.63,82.98 e2i/ionosphere,nbk,cat,g,281,70,3,4,91.43,97.67,18.52,89.36 e2i/ionosphere,oneR,cat,g,281,70,3,4,82.86,88.89,28.00,85.11 e2i/ionosphere,bayes,cat,g,281,70,3,5,85.71,92.50,23.33,84.09 e2i/ionosphere,j48,cat,g,281,70,3,5,87.14,90.70,18.52,88.64 e2i/ionosphere,nbk,cat,g,281,70,3,5,91.43,95.24,14.29,90.91 e2i/ionosphere,oneR,cat,g,281,70,3,5,90.00,91.11,12.00,93.18 e2i/ionosphere,bayes,cat,g,281,70,4,1,82.86,92.31,29.03,80.00 e2i/ionosphere,j48,cat,g,281,70,4,1,90.00,88.00,5.00,97.78 e2i/ionosphere,nbk,cat,g,281,70,4,1,95.71,95.65,4.17,97.78 e2i/ionosphere,oneR,cat,g,281,70,4,1,78.57,84.09,30.77,82.22 e2i/ionosphere,bayes,cat,g,281,70,4,2,81.43,92.68,34.48,79.17 e2i/ionosphere,j48,cat,g,281,70,4,2,87.14,89.80,19.05,91.67 e2i/ionosphere,nbk,cat,g,281,70,4,2,90.00,93.62,17.39,91.67 e2i/ionosphere,oneR,cat,g,281,70,4,2,87.14,86.79,11.76,95.83 e2i/ionosphere,bayes,cat,g,281,70,4,3,81.43,89.19,27.27,78.57 e2i/ionosphere,j48,cat,g,281,70,4,3,88.57,92.50,16.67,88.10 e2i/ionosphere,nbk,cat,g,281,70,4,3,91.43,95.00,13.33,90.48 e2i/ionosphere,oneR,cat,g,281,70,4,3,85.71,82.00,5.00,97.62 e2i/ionosphere,bayes,cat,g,281,70,4,4,84.29,94.87,29.03,80.43 e2i/ionosphere,j48,cat,g,281,70,4,4,90.00,91.49,13.04,93.48 e2i/ionosphere,nbk,cat,g,281,70,4,4,92.86,95.56,12.00,93.48 e2i/ionosphere,oneR,cat,g,281,70,4,4,78.57,82.98,30.43,84.78 e2i/ionosphere,bayes,cat,g,281,70,4,5,81.43,87.80,27.59,81.82 e2i/ionosphere,j48,cat,g,281,70,4,5,94.29,93.48,4.17,97.73 e2i/ionosphere,nbk,cat,g,281,70,4,5,92.86,91.49,4.35,97.73 e2i/ionosphere,oneR,cat,g,281,70,4,5,87.14,88.89,16.00,90.91 e2i/ionosphere,bayes,cat,g,281,70,5,1,80.00,91.43,31.43,74.42 e2i/ionosphere,j48,cat,g,281,70,5,1,92.86,91.30,4.17,97.67 e2i/ionosphere,nbk,cat,g,281,70,5,1,91.43,93.02,11.11,93.02 e2i/ionosphere,oneR,cat,g,281,70,5,1,85.71,85.11,13.04,93.02 e2i/ionosphere,bayes,cat,g,281,70,5,2,87.14,95.00,23.33,84.44 e2i/ionosphere,j48,cat,g,281,70,5,2,90.00,93.18,15.38,91.11 e2i/ionosphere,nbk,cat,g,281,70,5,2,88.57,95.12,20.69,86.67 e2i/ionosphere,oneR,cat,g,281,70,5,2,81.43,86.36,26.92,84.44 e2i/ionosphere,bayes,cat,g,281,70,5,3,81.43,91.67,29.41,76.74 e2i/ionosphere,j48,cat,g,281,70,5,3,92.86,91.30,4.17,97.67 e2i/ionosphere,nbk,cat,g,281,70,5,3,95.71,95.45,3.85,97.67 e2i/ionosphere,oneR,cat,g,281,70,5,3,80.00,82.22,24.00,86.05 e2i/ionosphere,bayes,cat,g,281,70,5,4,87.14,90.00,20.00,91.84 e2i/ionosphere,j48,cat,g,281,70,5,4,84.29,85.19,18.75,93.88 e2i/ionosphere,nbk,cat,g,281,70,5,4,90.00,92.00,15.00,93.88 e2i/ionosphere,oneR,cat,g,281,70,5,4,82.86,84.91,23.53,91.84 e2i/ionosphere,bayes,cat,g,281,70,5,5,72.86,88.24,41.67,66.67 e2i/ionosphere,j48,cat,g,281,70,5,5,90.00,91.30,12.50,93.33 e2i/ionosphere,nbk,cat,g,281,70,5,5,88.57,93.02,18.52,88.89 e2i/ionosphere,oneR,cat,g,281,70,5,5,87.14,89.13,16.67,91.11 e2i/ionosphere,bayes,disctree,g,280,70,1,1,92.86,92.45,5.88,98.00 e2i/ionosphere,j48,disctree,g,280,70,1,1,91.43,90.74,6.25,98.00 e2i/ionosphere,nbk,disctree,g,280,70,1,1,92.86,92.45,5.88,98.00 e2i/ionosphere,oneR,disctree,g,280,70,1,1,75.71,90.24,44.83,74.00 e2i/ionosphere,bayes,disctree,g,280,70,1,2,94.29,93.33,4.00,97.67 e2i/ionosphere,j48,disctree,g,280,70,1,2,91.43,91.11,8.00,95.35 e2i/ionosphere,nbk,disctree,g,280,70,1,2,94.29,93.33,4.00,97.67 e2i/ionosphere,oneR,disctree,g,280,70,1,2,87.14,82.69,0.00,100.00 e2i/ionosphere,bayes,disctree,g,280,70,1,3,87.14,88.64,15.38,90.70 e2i/ionosphere,j48,disctree,g,280,70,1,3,85.71,83.67,9.52,95.35 e2i/ionosphere,nbk,disctree,g,280,70,1,3,87.14,88.64,15.38,90.70 e2i/ionosphere,oneR,disctree,g,280,70,1,3,77.14,72.88,0.00,100.00 e2i/ionosphere,bayes,disctree,g,280,70,1,4,85.71,86.00,15.00,93.48 e2i/ionosphere,j48,disctree,g,280,70,1,4,84.29,84.31,15.79,93.48 e2i/ionosphere,nbk,disctree,g,280,70,1,4,85.71,86.00,15.00,93.48 e2i/ionosphere,oneR,disctree,g,280,70,1,4,78.57,76.27,9.09,97.83 e2i/ionosphere,bayes,disctree,g,280,70,1,5,94.29,91.30,0.00,100.00 e2i/ionosphere,j48,disctree,g,280,70,1,5,94.29,95.24,7.14,95.24 e2i/ionosphere,nbk,disctree,g,280,70,1,5,94.29,91.30,0.00,100.00 e2i/ionosphere,oneR,disctree,g,280,70,1,5,82.86,78.85,5.56,97.62 e2i/ionosphere,bayes,disctree,g,281,70,2,1,85.71,84.44,12.00,92.68 e2i/ionosphere,j48,disctree,g,281,70,2,1,87.14,82.00,0.00,100.00 e2i/ionosphere,nbk,disctree,g,281,70,2,1,85.71,84.44,12.00,92.68 e2i/ionosphere,oneR,disctree,g,281,70,2,1,77.14,71.93,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,2,91.43,88.24,0.00,100.00 e2i/ionosphere,j48,disctree,g,281,70,2,2,88.57,87.76,9.52,95.56 e2i/ionosphere,nbk,disctree,g,281,70,2,2,91.43,88.24,0.00,100.00 e2i/ionosphere,oneR,disctree,g,281,70,2,2,78.57,87.50,33.33,77.78 e2i/ionosphere,bayes,disctree,g,281,70,2,3,92.86,91.67,4.55,97.78 e2i/ionosphere,j48,disctree,g,281,70,2,3,88.57,89.36,13.04,93.33 e2i/ionosphere,nbk,disctree,g,281,70,2,3,92.86,91.67,4.55,97.78 e2i/ionosphere,oneR,disctree,g,281,70,2,3,81.43,78.57,7.14,97.78 e2i/ionosphere,bayes,disctree,g,281,70,2,4,92.86,93.33,8.00,95.45 e2i/ionosphere,j48,disctree,g,281,70,2,4,87.14,94.87,22.58,84.09 e2i/ionosphere,nbk,disctree,g,281,70,2,4,92.86,93.33,8.00,95.45 e2i/ionosphere,oneR,disctree,g,281,70,2,4,85.71,82.69,5.56,97.73 e2i/ionosphere,bayes,disctree,g,281,70,2,5,92.86,95.92,14.29,94.00 e2i/ionosphere,j48,disctree,g,281,70,2,5,88.57,93.75,22.73,90.00 e2i/ionosphere,nbk,disctree,g,281,70,2,5,92.86,95.92,14.29,94.00 e2i/ionosphere,oneR,disctree,g,281,70,2,5,84.29,81.97,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,3,1,88.57,85.42,4.55,97.62 e2i/ionosphere,j48,disctree,g,281,70,3,1,88.57,86.96,8.33,95.24 e2i/ionosphere,nbk,disctree,g,281,70,3,1,88.57,85.42,4.55,97.62 e2i/ionosphere,oneR,disctree,g,281,70,3,1,71.43,76.19,35.71,76.19 e2i/ionosphere,bayes,disctree,g,281,70,3,2,90.00,87.50,4.55,97.67 e2i/ionosphere,j48,disctree,g,281,70,3,2,92.86,91.30,4.17,97.67 e2i/ionosphere,nbk,disctree,g,281,70,3,2,90.00,87.50,4.55,97.67 e2i/ionosphere,oneR,disctree,g,281,70,3,2,77.14,72.88,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,3,3,91.43,90.48,7.14,95.00 e2i/ionosphere,j48,disctree,g,281,70,3,3,87.14,86.05,11.11,92.50 e2i/ionosphere,nbk,disctree,g,281,70,3,3,91.43,90.48,7.14,95.00 e2i/ionosphere,oneR,disctree,g,281,70,3,3,84.29,78.43,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,3,4,92.86,90.00,0.00,100.00 e2i/ionosphere,j48,disctree,g,281,70,3,4,87.14,86.00,10.00,95.56 e2i/ionosphere,nbk,disctree,g,281,70,3,4,92.86,90.00,0.00,100.00 e2i/ionosphere,oneR,disctree,g,281,70,3,4,77.14,74.58,9.09,97.78 e2i/ionosphere,bayes,disctree,g,281,70,3,5,94.29,98.11,17.65,94.55 e2i/ionosphere,j48,disctree,g,281,70,3,5,85.71,95.92,38.10,85.45 e2i/ionosphere,nbk,disctree,g,281,70,3,5,94.29,98.11,17.65,94.55 e2i/ionosphere,oneR,disctree,g,281,70,3,5,78.57,93.48,50.00,78.18 e2i/ionosphere,bayes,disctree,g,281,70,4,1,91.43,90.00,5.00,97.83 e2i/ionosphere,j48,disctree,g,281,70,4,1,91.43,90.00,5.00,97.83 e2i/ionosphere,nbk,disctree,g,281,70,4,1,91.43,90.00,5.00,97.83 e2i/ionosphere,oneR,disctree,g,281,70,4,1,84.29,80.70,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,4,2,94.29,92.00,0.00,100.00 e2i/ionosphere,j48,disctree,g,281,70,4,2,91.43,93.48,12.50,93.48 e2i/ionosphere,nbk,disctree,g,281,70,4,2,94.29,92.00,0.00,100.00 e2i/ionosphere,oneR,disctree,g,281,70,4,2,77.14,87.50,36.67,76.09 e2i/ionosphere,bayes,disctree,g,281,70,4,3,92.86,92.50,6.67,94.87 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e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,3,90.00,86.05,3.70,97.37 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,3,88.57,82.61,0.00,100.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,4,94.29,92.00,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,4,87.14,87.76,14.29,93.48 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,4,94.29,92.00,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,4,84.29,84.31,15.79,93.48 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,5,92.86,92.16,5.26,97.92 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,5,90.00,91.84,14.29,93.75 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,5,92.86,92.16,5.26,97.92 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,5,85.71,93.18,26.92,85.42 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,1,88.57,86.67,8.00,95.12 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,1,88.57,83.67,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,1,88.57,86.67,8.00,95.12 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,1,81.43,79.17,13.64,92.68 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,2,95.71,95.65,4.17,97.78 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,2,95.71,95.65,4.17,97.78 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,2,95.71,95.65,4.17,97.78 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,2,92.86,93.48,8.33,95.56 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,3,90.00,94.00,20.00,92.16 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,3,88.57,92.16,21.05,92.16 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,3,90.00,94.00,20.00,92.16 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,3,90.00,92.31,16.67,94.12 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,4,88.57,89.36,13.04,93.33 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,4,87.14,89.13,16.67,91.11 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,4,88.57,89.36,13.04,93.33 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,4,87.14,89.13,16.67,91.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,5,90.00,88.89,8.00,95.24 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,5,94.29,95.24,7.14,95.24 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,5,90.00,88.89,8.00,95.24 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,5,87.14,85.11,8.70,95.24 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,1,95.71,96.00,5.00,97.96 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,1,95.71,96.00,5.00,97.96 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,1,95.71,96.00,5.00,97.96 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,1,91.43,95.74,17.39,91.84 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,2,85.71,81.63,4.76,97.56 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,2,82.86,77.36,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,2,85.71,81.63,4.76,97.56 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,2,82.86,77.36,0.00,100.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,3,91.43,90.70,7.41,95.12 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,3,94.29,91.11,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,3,91.43,90.70,7.41,95.12 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,3,84.29,85.71,17.86,87.80 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,4,90.00,95.45,19.23,89.36 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,4,87.14,93.18,23.08,87.23 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,4,90.00,95.45,19.23,89.36 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,4,90.00,95.45,19.23,89.36 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,5,90.00,91.49,13.04,93.48 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,5,92.86,93.62,8.70,95.65 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,5,90.00,91.49,13.04,93.48 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,5,90.00,86.79,0.00,100.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,1,90.00,92.50,13.33,90.24 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,1,87.14,84.78,8.33,95.12 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,1,90.00,92.50,13.33,90.24 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,1,87.14,88.10,14.29,90.24 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,2,87.14,87.23,13.04,93.18 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,2,90.00,91.11,12.00,93.18 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,2,87.14,87.23,13.04,93.18 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,2,87.14,85.71,9.52,95.45 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,3,95.71,100.00,14.29,94.23 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,3,95.71,98.04,10.53,96.15 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,3,95.71,100.00,14.29,94.23 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,3,91.43,96.00,20.00,92.31 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,4,90.00,88.89,8.00,95.24 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,4,91.43,89.13,4.17,97.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,4,90.00,88.89,8.00,95.24 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,4,90.00,87.23,4.35,97.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,5,90.00,86.79,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,5,87.14,87.76,14.29,93.48 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,5,90.00,86.79,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,5,84.29,84.31,15.79,93.48 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,91.43,93.88,14.29,93.88 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,92.86,94.00,10.00,95.92 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,91.43,93.88,14.29,93.88 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,91.43,92.16,10.53,95.92 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,90.00,90.20,10.53,95.83 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,82.86,83.33,18.75,93.75 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,90.00,90.20,10.53,95.83 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,85.71,85.19,12.50,95.83 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,90.00,91.11,12.00,93.18 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,85.71,84.00,10.00,95.45 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,90.00,91.11,12.00,93.18 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,88.57,89.13,12.50,93.18 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,92.86,94.74,9.38,92.31 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,88.57,89.74,12.90,89.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,92.86,94.74,9.38,92.31 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,87.14,87.50,13.33,89.74 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,90.00,86.54,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,90.00,86.54,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,90.00,86.54,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,87.14,87.50,13.64,93.33 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,4,86.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,4,83.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,4,83.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,5,90.00,66.67,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,2,1,86.21,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,5,93.33,66.67,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,3,90.00,91.67,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,4,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,4,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,5,93.33,91.67,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,1,1,93.10,77.78,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,3,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,3,86.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,3,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,3,86.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,2,1,82.76,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,2,1,86.21,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,2,1,82.76,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,2,1,86.21,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,5,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,5,86.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,5,86.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,4,1,79.31,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,4,1,86.21,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,4,1,79.31,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,4,1,86.21,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,2,86.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,2,86.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,4,86.67,80.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,5,1,86.21,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,5,1,86.21,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,3,83.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,3,83.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,4,76.67,100.00,12.50,90.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,4,76.67,100.00,12.50,90.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,4,80.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,4,80.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,5,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,3,93.33,100.00,8.33,90.91 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,4,83.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,4,83.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 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,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,2,83.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,2,83.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,2,83.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,2,83.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,3,86.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,3,86.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,4,1,86.21,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,4,1,86.21,100.00,0.00,100.00 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,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 /home/donaldb/var/weka/xval.24648 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,1,87.48,88.89,13.74,84.89 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,1,99.22,98.42,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,1,87.48,88.89,13.74,84.89 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,1,65.57,69.53,36.70,52.09 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,2,85.76,85.91,14.37,83.93 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,2,99.22,99.02,0.60,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,2,85.76,85.91,14.37,83.93 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,2,68.70,77.20,34.98,48.85 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,3,89.36,89.35,10.63,87.54 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,3,99.53,100.00,0.87,98.99 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,3,89.36,89.35,10.63,87.54 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,3,67.61,73.94,35.03,46.80 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,4,89.67,89.64,10.30,89.07 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,4,99.53,99.36,0.31,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,4,89.67,89.64,10.30,89.07 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,4,67.76,71.60,34.60,55.95 j2p/kr-vs-kp,bayes,cat,nowin,2556,633,1,5,87.20,88.50,13.87,84.11 j2p/kr-vs-kp,j48,cat,nowin,2556,633,1,5,99.37,99.67,0.90,99.01 j2p/kr-vs-kp,nbk,cat,nowin,2556,633,1,5,87.20,88.50,13.87,84.11 j2p/kr-vs-kp,oneR,cat,nowin,2556,633,1,5,66.98,74.87,36.32,46.36 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,2,1,89.83,90.71,10.86,86.69 j2p/kr-vs-kp,j48,cat,nowin,2555,639,2,1,99.06,98.98,0.87,98.98 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,2,1,89.83,90.71,10.86,86.69 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,2,1,68.23,75.28,34.49,45.73 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,2,2,88.73,86.89,9.58,89.23 j2p/kr-vs-kp,j48,cat,nowin,2555,639,2,2,99.53,99.33,0.29,99.66 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,2,2,88.73,86.89,9.58,89.23 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,2,2,66.98,67.77,33.50,55.22 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,2,3,85.45,85.10,14.24,84.26 j2p/kr-vs-kp,j48,cat,nowin,2555,639,2,3,99.84,100.00,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,2,3,85.45,85.10,14.24,84.26 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,2,3,68.08,71.67,33.99,54.75 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,2,4,89.36,89.70,11.00,89.70 j2p/kr-vs-kp,j48,cat,nowin,2555,639,2,4,98.90,98.50,0.65,99.39 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,2,4,89.36,89.70,11.00,89.70 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,2,4,66.51,78.71,39.13,48.18 j2p/kr-vs-kp,bayes,cat,nowin,2556,638,2,5,86.52,88.81,15.24,81.73 j2p/kr-vs-kp,j48,cat,nowin,2556,638,2,5,99.37,99.67,0.88,99.00 j2p/kr-vs-kp,nbk,cat,nowin,2556,638,2,5,86.52,88.81,15.24,81.73 j2p/kr-vs-kp,oneR,cat,nowin,2556,638,2,5,68.50,75.51,34.62,49.17 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,3,1,90.45,90.00,9.12,90.29 j2p/kr-vs-kp,j48,cat,nowin,2555,639,3,1,99.53,99.68,0.60,99.35 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,3,1,90.45,90.00,9.12,90.29 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,3,1,67.61,75.76,36.05,48.54 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,3,2,87.17,87.73,13.26,83.51 j2p/kr-vs-kp,j48,cat,nowin,2555,639,3,2,99.06,98.97,0.86,98.97 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,3,2,87.17,87.73,13.26,83.51 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,3,2,65.57,71.01,36.38,41.24 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,3,3,86.38,90.27,17.01,82.26 j2p/kr-vs-kp,j48,cat,nowin,2555,639,3,3,99.06,99.38,1.27,98.78 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,3,3,86.38,90.27,17.01,82.26 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,3,3,66.51,78.11,38.81,48.01 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,3,4,88.58,86.75,9.79,88.81 j2p/kr-vs-kp,j48,cat,nowin,2555,639,3,4,99.69,99.66,0.29,99.66 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,3,4,88.58,86.75,9.79,88.81 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,3,4,69.95,77.54,33.19,49.15 j2p/kr-vs-kp,bayes,cat,nowin,2556,638,3,5,86.36,86.05,13.35,85.20 j2p/kr-vs-kp,j48,cat,nowin,2556,638,3,5,99.22,98.70,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2556,638,3,5,86.36,86.05,13.35,85.20 j2p/kr-vs-kp,oneR,cat,nowin,2556,638,3,5,66.77,69.33,34.75,54.28 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,1,88.58,89.66,12.50,87.73 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,1,99.22,99.69,1.27,98.77 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,1,88.58,89.66,12.50,87.73 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,1,66.35,76.56,38.60,49.08 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,2,86.07,87.50,15.10,82.62 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,2,98.12,97.11,0.91,99.02 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,2,86.07,87.50,15.10,82.62 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,2,67.14,75.96,36.40,45.57 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,3,88.26,87.33,10.91,87.63 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,3,100.00,100.00,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,3,88.26,87.33,10.91,87.63 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,3,65.73,68.02,35.49,50.50 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,4,86.70,86.98,13.58,86.16 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,4,100.00,100.00,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,4,86.70,86.98,13.58,86.16 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,4,69.17,79.51,35.71,51.26 j2p/kr-vs-kp,bayes,cat,nowin,2556,635,4,5,90.24,89.71,9.37,87.77 j2p/kr-vs-kp,j48,cat,nowin,2556,635,4,5,99.21,100.00,1.38,98.20 j2p/kr-vs-kp,nbk,cat,nowin,2556,635,4,5,90.24,89.71,9.37,87.77 j2p/kr-vs-kp,oneR,cat,nowin,2556,635,4,5,68.82,66.26,29.56,58.63 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,5,1,87.48,89.25,14.16,85.36 j2p/kr-vs-kp,j48,cat,nowin,2548,639,5,1,99.06,99.07,0.94,99.07 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,5,1,87.48,89.25,14.16,85.36 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,5,1,67.14,77.61,37.67,48.60 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,5,2,90.92,89.42,7.80,90.66 j2p/kr-vs-kp,j48,cat,nowin,2548,639,5,2,99.37,98.97,0.29,99.65 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,5,2,90.92,89.42,7.80,90.66 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,5,2,68.08,72.25,33.71,47.75 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,5,3,87.48,87.42,12.46,86.27 j2p/kr-vs-kp,j48,cat,nowin,2548,639,5,3,99.06,98.39,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,5,3,87.48,87.42,12.46,86.27 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,5,3,67.45,70.25,34.26,55.56 j2p/kr-vs-kp,bayes,cat,nowin,2548,639,5,4,86.70,87.37,13.87,84.21 j2p/kr-vs-kp,j48,cat,nowin,2548,639,5,4,99.84,99.67,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2548,639,5,4,86.70,87.37,13.87,84.21 j2p/kr-vs-kp,oneR,cat,nowin,2548,639,5,4,67.76,70.76,34.00,54.93 j2p/kr-vs-kp,bayes,cat,nowin,2556,631,5,5,85.74,87.37,15.61,82.18 j2p/kr-vs-kp,j48,cat,nowin,2556,631,5,5,99.52,99.67,0.61,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2556,631,5,5,85.74,87.37,15.61,82.18 j2p/kr-vs-kp,oneR,cat,nowin,2556,631,5,5,65.45,67.21,35.68,54.79 j2p/kr-vs-kp,bayes,disctree,nowin,2551,639,1,1,88.11,86.74,10.83,86.12 j2p/kr-vs-kp,j48,disctree,nowin,2551,639,1,1,99.06,98.25,0.28,99.64 j2p/kr-vs-kp,nbk,disctree,nowin,2551,639,1,1,88.11,86.74,10.83,86.12 j2p/kr-vs-kp,oneR,disctree,nowin,2551,639,1,1,67.92,65.45,30.53,57.30 j2p/kr-vs-kp,bayes,disctree,nowin,2551,639,1,2,87.64,89.39,14.02,85.80 j2p/kr-vs-kp,j48,disctree,nowin,2551,639,1,2,99.06,99.38,1.26,98.77 j2p/kr-vs-kp,nbk,disctree,nowin,2551,639,1,2,87.64,89.39,14.02,85.80 j2p/kr-vs-kp,oneR,disctree,nowin,2551,639,1,2,67.92,74.49,36.11,55.86 j2p/kr-vs-kp,bayes,disctree,nowin,2551,639,1,3,85.29,86.09,15.43,83.33 j2p/kr-vs-kp,j48,disctree,nowin,2551,639,1,3,99.22,99.04,0.61,99.36 j2p/kr-vs-kp,nbk,disctree,nowin,2551,639,1,3,85.29,86.09,15.43,83.33 j2p/kr-vs-kp,oneR,disctree,nowin,2551,639,1,3,66.98,75.63,36.88,47.76 j2p/kr-vs-kp,bayes,disctree,nowin,2551,639,1,4,88.58,89.26,12.02,86.64 j2p/kr-vs-kp,j48,disctree,nowin,2551,639,1,4,99.53,100.00,0.90,99.02 j2p/kr-vs-kp,nbk,disctree,nowin,2551,639,1,4,88.58,89.26,12.02,86.64 j2p/kr-vs-kp,oneR,disctree,nowin,2551,639,1,4,66.04,69.07,35.73,53.09 j2p/kr-vs-kp,bayes,disctree,nowin,2556,634,1,5,90.06,90.20,10.06,88.70 j2p/kr-vs-kp,j48,disctree,nowin,2556,634,1,5,99.53,99.34,0.30,99.67 j2p/kr-vs-kp,nbk,disctree,nowin,2556,634,1,5,90.06,90.20,10.06,88.70 j2p/kr-vs-kp,oneR,disctree,nowin,2556,634,1,5,67.03,75.27,36.28,45.51 j2p/kr-vs-kp,bayes,disctree,nowin,2549,639,2,1,92.02,92.93,8.84,90.88 j2p/kr-vs-kp,j48,disctree,nowin,2549,639,2,1,99.69,99.69,0.31,99.69 j2p/kr-vs-kp,nbk,disctree,nowin,2549,639,2,1,92.02,92.93,8.84,90.88 j2p/kr-vs-kp,oneR,disctree,nowin,2549,639,2,1,68.08,77.14,36.36,50.94 j2p/kr-vs-kp,bayes,disctree,nowin,2549,639,2,2,87.01,84.01,10.43,87.28 j2p/kr-vs-kp,j48,disctree,nowin,2549,639,2,2,98.90,97.92,0.28,99.65 j2p/kr-vs-kp,nbk,disctree,nowin,2549,639,2,2,87.01,84.01,10.43,87.28 j2p/kr-vs-kp,oneR,disctree,nowin,2549,639,2,2,70.42,75.54,31.65,49.12 j2p/kr-vs-kp,bayes,disctree,nowin,2549,639,2,3,87.32,90.75,15.56,83.07 j2p/kr-vs-kp,j48,disctree,nowin,2549,639,2,3,98.75,99.37,1.85,98.12 j2p/kr-vs-kp,nbk,disctree,nowin,2549,639,2,3,87.32,90.75,15.56,83.07 j2p/kr-vs-kp,oneR,disctree,nowin,2549,639,2,3,66.51,78.38,38.33,45.45 j2p/kr-vs-kp,bayes,disctree,nowin,2549,639,2,4,86.07,85.11,13.17,83.62 j2p/kr-vs-kp,j48,disctree,nowin,2549,639,2,4,99.53,100.00,0.85,98.95 j2p/kr-vs-kp,nbk,disctree,nowin,2549,639,2,4,86.07,85.11,13.17,83.62 j2p/kr-vs-kp,oneR,disctree,nowin,2549,639,2,4,65.41,64.10,33.83,52.26 j2p/kr-vs-kp,bayes,disctree,nowin,2556,632,2,5,86.08,87.25,15.03,84.49 j2p/kr-vs-kp,j48,disctree,nowin,2556,632,2,5,99.37,98.75,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2556,632,2,5,86.08,87.25,15.03,84.49 j2p/kr-vs-kp,oneR,disctree,nowin,2556,632,2,5,66.30,76.41,38.22,47.15 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,3,1,87.48,87.30,12.35,86.73 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,3,1,99.22,99.67,1.20,98.71 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,3,1,87.48,87.30,12.35,86.73 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,3,1,67.92,71.49,34.26,55.99 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,3,2,88.26,87.75,11.28,87.46 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,3,2,99.22,99.34,0.89,99.01 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,3,2,88.26,87.75,11.28,87.46 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,3,2,68.54,73.83,34.12,52.15 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,3,3,88.73,88.05,10.69,87.46 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,3,3,99.69,99.33,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,3,3,88.73,88.05,10.69,87.46 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,3,3,70.11,77.08,32.89,50.17 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,3,4,88.26,90.75,13.83,84.66 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,3,4,99.06,98.73,0.62,99.36 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,3,4,88.26,90.75,13.83,84.66 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,3,4,65.57,72.91,37.84,47.28 j2p/kr-vs-kp,bayes,disctree,nowin,2556,637,3,5,85.87,88.03,15.86,81.70 j2p/kr-vs-kp,j48,disctree,nowin,2556,637,3,5,99.22,98.71,0.30,99.67 j2p/kr-vs-kp,nbk,disctree,nowin,2556,637,3,5,85.87,88.03,15.86,81.70 j2p/kr-vs-kp,oneR,disctree,nowin,2556,637,3,5,66.09,75.57,37.53,43.46 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,4,1,86.54,86.80,13.69,85.11 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,4,1,98.59,98.70,1.51,98.38 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,4,1,86.54,86.80,13.69,85.11 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,4,1,66.35,70.61,36.01,52.10 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,4,2,90.30,90.73,10.09,88.96 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,4,2,99.84,100.00,0.30,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,4,2,90.30,90.73,10.09,88.96 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,4,2,70.11,79.40,34.09,51.30 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,4,3,89.05,88.00,10.03,88.59 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,4,3,99.53,99.66,0.58,99.33 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,4,3,89.05,88.00,10.03,88.59 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,4,3,66.67,68.09,34.16,53.69 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,4,4,87.95,90.03,13.79,84.52 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,4,4,99.22,99.04,0.61,99.35 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,4,4,87.95,90.03,13.79,84.52 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j2p/kr-vs-kp,j48,tbin,nowin,2550,639,5,4,98.12,98.18,1.92,97.46 j2p/kr-vs-kp,nbk,tbin,nowin,2550,639,5,4,87.64,85.82,10.99,85.51 j2p/kr-vs-kp,oneR,tbin,nowin,2550,639,5,4,68.54,65.96,29.95,56.16 j2p/kr-vs-kp,bayes,tbin,nowin,2556,633,5,5,87.68,88.24,12.84,86.54 j2p/kr-vs-kp,j48,tbin,nowin,2556,633,5,5,99.53,99.68,0.62,99.36 j2p/kr-vs-kp,nbk,tbin,nowin,2556,633,5,5,87.68,88.24,12.84,86.54 j2p/kr-vs-kp,oneR,tbin,nowin,2556,633,5,5,64.30,72.40,39.23,44.55 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,1,1,89.83,88.33,8.85,89.83 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,1,1,99.53,100.00,0.86,98.98 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,1,1,89.83,88.33,8.85,89.83 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,1,1,69.48,76.04,33.33,49.49 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,1,2,84.35,85.85,17.07,82.66 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,1,2,98.90,99.69,1.87,98.14 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,1,2,84.35,85.85,17.07,82.66 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,1,2,64.16,75.27,40.40,43.34 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,1,3,88.42,88.66,11.78,86.29 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,1,3,98.75,97.39,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,1,3,88.42,88.66,11.78,86.29 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,1,3,68.86,76.60,34.37,48.16 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,1,4,88.73,90.00,12.32,85.86 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,1,4,99.22,99.34,0.89,99.01 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,1,4,88.73,90.00,12.32,85.86 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,1,4,66.51,67.72,34.29,56.58 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,634,1,5,86.59,87.33,14.04,84.16 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,634,1,5,99.53,99.67,0.60,99.34 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,634,1,5,86.59,87.33,14.04,84.16 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,634,1,5,69.24,72.69,32.83,57.10 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,2,1,87.64,89.67,14.16,84.86 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,2,1,99.69,99.37,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,2,1,87.64,89.67,14.16,84.86 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,2,1,67.76,77.07,36.64,49.84 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,2,2,86.54,85.77,12.85,83.97 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,2,2,99.37,99.65,0.85,98.95 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,2,2,86.54,85.77,12.85,83.97 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,2,2,69.48,76.74,33.19,45.99 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,2,3,89.20,88.28,10.03,87.97 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,2,3,99.53,99.66,0.57,99.31 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,2,3,89.20,88.28,10.03,87.97 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,2,3,69.17,73.98,32.96,49.83 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,2,4,88.26,88.92,12.42,88.11 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,2,4,99.69,99.70,0.32,99.70 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,2,4,88.26,88.92,12.42,88.11 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,2,4,67.76,75.21,36.78,55.49 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,637,2,5,85.71,86.25,14.74,83.11 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,637,2,5,98.43,98.67,1.78,98.01 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,637,2,5,85.71,86.25,14.74,83.11 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,637,2,5,66.25,74.30,36.90,44.04 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2550,639,3,1,87.32,86.67,12.15,85.17 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2550,639,3,1,98.90,98.29,0.58,99.31 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2550,639,3,1,87.32,86.67,12.15,85.17 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2550,639,3,1,68.23,74.03,34.06,46.21 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2550,639,3,2,88.42,89.18,12.28,86.90 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2550,639,3,2,99.53,99.36,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2550,639,3,2,88.42,89.18,12.28,86.90 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2550,639,3,2,66.82,70.12,35.31,56.23 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2550,639,3,3,88.11,89.83,13.37,85.21 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2550,639,3,3,99.53,99.68,0.61,99.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2550,639,3,3,88.11,89.83,13.37,85.21 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2550,639,3,3,68.39,74.89,35.00,52.73 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2550,639,3,4,86.07,87.71,15.38,83.54 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2550,639,3,4,99.22,99.68,1.23,98.73 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2550,639,3,4,86.07,87.71,15.38,83.54 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2550,639,3,4,66.35,76.72,38.00,45.89 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,633,3,5,87.05,85.81,11.87,86.39 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,633,3,5,99.05,98.98,0.88,98.98 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,633,3,5,87.05,85.81,11.87,86.39 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,633,3,5,68.25,75.98,34.80,46.26 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,1,89.05,90.73,12.58,87.38 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,1,99.53,99.69,0.63,99.38 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,1,89.05,90.73,12.58,87.38 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,1,65.73,71.90,38.04,53.54 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,2,89.67,88.54,9.40,88.54 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,2,99.22,98.96,0.57,99.31 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,2,89.67,88.54,9.40,88.54 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,2,65.73,68.45,35.40,44.44 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,3,87.32,86.14,11.61,87.00 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,3,99.37,99.66,0.88,99.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,3,87.32,86.14,11.61,87.00 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,3,68.70,76.32,34.52,48.33 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,4,88.26,90.43,13.45,84.16 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,4,99.06,99.34,1.18,98.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,4,88.26,90.43,13.45,84.16 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,4,69.64,71.21,31.41,60.40 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,637,4,5,85.71,86.33,14.84,83.82 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,637,4,5,99.84,100.00,0.30,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,637,4,5,85.71,86.33,14.84,83.82 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,637,4,5,67.66,76.41,36.20,48.22 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,1,88.11,88.43,12.13,84.04 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,1,99.37,99.64,0.84,98.94 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,1,88.11,88.43,12.13,84.04 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,1,66.98,71.78,34.66,41.49 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,2,85.60,85.40,14.20,85.40 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,2,99.53,99.37,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,2,85.60,85.40,14.20,85.40 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,2,64.16,72.40,39.37,44.13 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,3,88.26,88.70,12.13,86.69 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,3,99.84,99.68,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,3,88.26,88.70,12.13,86.69 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,3,68.08,71.31,33.92,56.49 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,4,89.05,91.64,13.07,85.11 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,4,99.22,99.67,1.20,98.71 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,4,89.05,91.64,13.07,85.11 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,4,67.76,71.55,34.50,55.34 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,5,5,87.79,86.34,10.73,89.10 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,5,5,99.22,98.42,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,5,5,87.79,86.34,10.73,89.10 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,5,5,68.39,73.31,34.49,55.45 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15806,3999,1,1,64.24,100.00,0.00,100.00 j2p/letter,j48,cat,B,15806,3999,1,1,86.42,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15806,3999,1,1,74.04,99.12,0.00,100.00 j2p/letter,oneR,cat,B,15806,3999,1,1,17.25,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15805,4000,1,2,64.62,100.00,0.00,100.00 j2p/letter,j48,cat,B,15805,4000,1,2,86.53,100.00,0.75,99.17 j2p/letter,nbk,cat,B,15805,4000,1,2,74.30,99.12,0.00,100.00 j2p/letter,oneR,cat,B,15805,4000,1,2,16.30,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15805,4000,1,3,64.58,100.00,0.00,100.00 j2p/letter,j48,cat,B,15805,4000,1,3,87.28,99.20,0.00,100.00 j2p/letter,nbk,cat,B,15805,4000,1,3,75.25,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15805,4000,1,3,16.25,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15805,4000,1,4,64.17,100.00,0.00,100.00 j2p/letter,j48,cat,B,15805,4000,1,4,87.83,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15805,4000,1,4,73.85,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15805,4000,1,4,17.12,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3806,1,5,63.72,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3806,1,5,87.36,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3806,1,5,73.73,99.05,0.00,100.00 j2p/letter,oneR,cat,B,15999,3806,1,5,17.29,0.00,48.97,0.00 j2p/letter,bayes,cat,B,15809,3999,2,1,63.64,100.00,0.00,100.00 j2p/letter,j48,cat,B,15809,3999,2,1,86.70,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15809,3999,2,1,74.57,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15809,3999,2,1,17.68,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15808,4000,2,2,64.88,100.00,0.00,100.00 j2p/letter,j48,cat,B,15808,4000,2,2,88.08,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15808,4000,2,2,74.42,99.22,0.00,100.00 j2p/letter,oneR,cat,B,15808,4000,2,2,18.05,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15808,4000,2,3,64.12,100.00,0.00,100.00 j2p/letter,j48,cat,B,15808,4000,2,3,86.78,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15808,4000,2,3,73.35,98.31,0.00,100.00 j2p/letter,oneR,cat,B,15808,4000,2,3,17.60,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15808,4000,2,4,63.70,100.00,0.00,100.00 j2p/letter,j48,cat,B,15808,4000,2,4,87.33,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15808,4000,2,4,73.95,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15808,4000,2,4,17.35,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3809,2,5,63.69,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3809,2,5,87.19,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3809,2,5,73.88,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3809,2,5,15.59,0.00,54.14,0.00 j2p/letter,bayes,cat,B,15811,3999,3,1,65.34,100.00,0.00,100.00 j2p/letter,j48,cat,B,15811,3999,3,1,87.50,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15811,3999,3,1,74.69,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15811,3999,3,1,16.95,0.00,0.00,0.00 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j2p/letter,j48,tbin,B,15826,4000,3,2,80.20,98.40,1.54,98.40 j2p/letter,nbk,tbin,B,15826,4000,3,2,69.92,98.25,0.00,100.00 j2p/letter,oneR,tbin,B,15826,4000,3,2,14.95,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15826,4000,3,3,69.50,96.15,0.00,100.00 j2p/letter,j48,tbin,B,15826,4000,3,3,79.38,100.00,0.81,99.10 j2p/letter,nbk,tbin,B,15826,4000,3,3,69.50,96.15,0.00,100.00 j2p/letter,oneR,tbin,B,15826,4000,3,3,15.47,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15826,4000,3,4,67.65,97.98,0.00,100.00 j2p/letter,j48,tbin,B,15826,4000,3,4,78.97,99.09,0.00,100.00 j2p/letter,nbk,tbin,B,15826,4000,3,4,67.65,97.98,0.00,100.00 j2p/letter,oneR,tbin,B,15826,4000,3,4,15.75,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3827,3,5,71.31,99.04,0.00,100.00 j2p/letter,j48,tbin,B,15999,3827,3,5,79.59,98.98,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3827,3,5,71.31,99.04,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3827,3,5,15.55,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15838,3999,4,1,68.82,99.03,0.00,100.00 j2p/letter,j48,tbin,B,15838,3999,4,1,79.74,100.00,0.69,99.05 j2p/letter,nbk,tbin,B,15838,3999,4,1,68.82,99.03,0.00,100.00 j2p/letter,oneR,tbin,B,15838,3999,4,1,15.28,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15837,4000,4,2,69.95,98.29,0.00,100.00 j2p/letter,j48,tbin,B,15837,4000,4,2,80.42,99.07,2.46,97.27 j2p/letter,nbk,tbin,B,15837,4000,4,2,69.95,98.29,0.00,100.00 j2p/letter,oneR,tbin,B,15837,4000,4,2,15.47,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15837,4000,4,3,68.80,95.74,0.00,100.00 j2p/letter,j48,tbin,B,15837,4000,4,3,79.33,98.99,0.00,100.00 j2p/letter,nbk,tbin,B,15837,4000,4,3,68.80,95.74,0.00,100.00 j2p/letter,oneR,tbin,B,15837,4000,4,3,15.35,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15837,4000,4,4,69.90,98.08,0.00,100.00 j2p/letter,j48,tbin,B,15837,4000,4,4,79.12,100.00,0.64,99.18 j2p/letter,nbk,tbin,B,15837,4000,4,4,69.90,98.08,0.00,100.00 j2p/letter,oneR,tbin,B,15837,4000,4,4,16.27,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3838,4,5,69.18,97.27,0.00,100.00 j2p/letter,j48,tbin,B,15999,3838,4,5,78.82,99.13,0.71,99.13 j2p/letter,nbk,tbin,B,15999,3838,4,5,69.18,97.27,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3838,4,5,16.05,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15832,3999,5,1,70.44,97.44,0.00,100.00 j2p/letter,j48,tbin,B,15832,3999,5,1,78.57,99.15,0.72,99.15 j2p/letter,nbk,tbin,B,15832,3999,5,1,70.44,97.44,0.00,100.00 j2p/letter,oneR,tbin,B,15832,3999,5,1,15.95,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15831,4000,5,2,69.33,96.88,0.00,100.00 j2p/letter,j48,tbin,B,15831,4000,5,2,80.42,98.13,0.76,99.06 j2p/letter,nbk,tbin,B,15831,4000,5,2,69.33,96.88,0.00,100.00 j2p/letter,oneR,tbin,B,15831,4000,5,2,15.10,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15831,4000,5,3,68.70,99.13,0.00,100.00 j2p/letter,j48,tbin,B,15831,4000,5,3,79.83,99.24,0.69,99.24 j2p/letter,nbk,tbin,B,15831,4000,5,3,68.70,99.13,0.00,100.00 j2p/letter,oneR,tbin,B,15831,4000,5,3,15.30,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15831,4000,5,4,70.45,98.10,0.00,100.00 j2p/letter,j48,tbin,B,15831,4000,5,4,79.90,100.00,0.71,99.06 j2p/letter,nbk,tbin,B,15831,4000,5,4,70.45,98.10,0.00,100.00 j2p/letter,oneR,tbin,B,15831,4000,5,4,16.35,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3832,5,5,68.97,98.98,0.00,100.00 j2p/letter,j48,tbin,B,15999,3832,5,5,78.47,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3832,5,5,68.97,98.98,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3832,5,5,15.01,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15820,3999,1,1,73.92,98.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15820,3999,1,1,78.97,99.16,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15820,3999,1,1,73.92,98.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15820,3999,1,1,18.33,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15819,4000,1,2,73.10,98.26,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,4000,1,2,77.28,100.00,0.70,99.13 j2p/letter,nbk,fayyadIrani,B,15819,4000,1,2,73.10,98.26,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,4000,1,2,17.45,0.00,47.37,0.00 j2p/letter,bayes,fayyadIrani,B,15819,4000,1,3,74.35,97.66,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,4000,1,3,77.72,97.78,0.66,99.25 j2p/letter,nbk,fayyadIrani,B,15819,4000,1,3,74.35,97.66,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,4000,1,3,17.05,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15819,4000,1,4,73.85,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,4000,1,4,78.30,99.22,2.75,97.71 j2p/letter,nbk,fayyadIrani,B,15819,4000,1,4,73.85,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,4000,1,4,16.30,0.00,60.54,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3820,1,5,73.25,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3820,1,5,77.59,100.00,0.79,98.98 j2p/letter,nbk,fayyadIrani,B,15999,3820,1,5,73.25,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3820,1,5,17.15,0.00,45.86,0.00 j2p/letter,bayes,fayyadIrani,B,15805,3999,2,1,73.92,98.32,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15805,3999,2,1,79.07,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15805,3999,2,1,73.92,98.32,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15805,3999,2,1,17.95,0.00,51.81,0.00 j2p/letter,bayes,fayyadIrani,B,15804,4000,2,2,74.60,98.36,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15804,4000,2,2,79.28,100.00,0.76,99.17 j2p/letter,nbk,fayyadIrani,B,15804,4000,2,2,74.60,98.36,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15804,4000,2,2,17.38,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15804,4000,2,3,73.60,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15804,4000,2,3,77.28,99.21,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15804,4000,2,3,73.60,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15804,4000,2,3,17.48,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15804,4000,2,4,74.53,99.07,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15804,4000,2,4,77.05,99.01,1.48,98.04 j2p/letter,nbk,fayyadIrani,B,15804,4000,2,4,74.53,99.07,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15804,4000,2,4,16.80,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3805,2,5,72.93,98.98,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3805,2,5,77.08,99.05,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3805,2,5,72.93,98.98,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3805,2,5,16.64,0.00,45.70,0.00 j2p/letter,bayes,fayyadIrani,B,15820,3999,3,1,74.22,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15820,3999,3,1,78.59,99.12,0.75,99.12 j2p/letter,nbk,fayyadIrani,B,15820,3999,3,1,74.22,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15820,3999,3,1,17.43,45.62,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15819,4000,3,2,74.67,99.21,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,4000,3,2,78.28,97.41,0.73,99.12 j2p/letter,nbk,fayyadIrani,B,15819,4000,3,2,74.67,99.21,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,4000,3,2,17.80,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15819,4000,3,3,73.85,99.19,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,4000,3,3,78.58,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15819,4000,3,3,73.85,99.19,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,4000,3,3,16.70,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15819,4000,3,4,72.92,99.09,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,4000,3,4,76.92,99.11,1.63,98.23 j2p/letter,nbk,fayyadIrani,B,15819,4000,3,4,72.92,99.09,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,4000,3,4,16.98,0.00,50.32,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3820,3,5,74.06,97.35,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3820,3,5,78.32,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3820,3,5,74.06,97.35,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3820,3,5,17.04,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15831,3999,4,1,74.79,99.22,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15831,3999,4,1,77.92,99.25,0.69,99.25 j2p/letter,nbk,fayyadIrani,B,15831,3999,4,1,74.79,99.22,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15831,3999,4,1,17.80,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15830,4000,4,2,74.35,99.11,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15830,4000,4,2,78.03,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15830,4000,4,2,74.35,99.11,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15830,4000,4,2,16.82,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15830,4000,4,3,73.78,99.24,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15830,4000,4,3,78.42,100.00,0.71,99.24 j2p/letter,nbk,fayyadIrani,B,15830,4000,4,3,73.78,99.24,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15830,4000,4,3,16.00,0.00,53.07,0.00 j2p/letter,bayes,fayyadIrani,B,15830,4000,4,4,74.70,99.08,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15830,4000,4,4,77.78,100.00,1.40,98.21 j2p/letter,nbk,fayyadIrani,B,15830,4000,4,4,74.70,99.08,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15830,4000,4,4,18.02,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3831,4,5,72.36,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3831,4,5,77.16,97.22,0.79,99.06 j2p/letter,nbk,fayyadIrani,B,15999,3831,4,5,72.36,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3831,4,5,17.38,46.38,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15809,3999,5,1,73.64,99.20,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15809,3999,5,1,77.77,100.00,0.70,99.19 j2p/letter,nbk,fayyadIrani,B,15809,3999,5,1,73.64,99.20,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15809,3999,5,1,17.60,0.00,55.11,0.00 j2p/letter,bayes,fayyadIrani,B,15808,4000,5,2,74.05,99.09,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15808,4000,5,2,77.50,99.13,1.48,98.28 j2p/letter,nbk,fayyadIrani,B,15808,4000,5,2,74.05,99.09,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15808,4000,5,2,16.98,0.00,46.91,0.00 j2p/letter,bayes,fayyadIrani,B,15808,4000,5,3,73.20,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15808,4000,5,3,77.33,96.85,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15808,4000,5,3,73.20,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15808,4000,5,3,17.25,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15808,4000,5,4,73.95,99.16,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15808,4000,5,4,78.00,100.00,1.50,98.32 j2p/letter,nbk,fayyadIrani,B,15808,4000,5,4,73.95,99.16,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15808,4000,5,4,17.43,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3809,5,5,74.25,98.13,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3809,5,5,77.53,100.00,0.73,99.05 j2p/letter,nbk,fayyadIrani,B,15999,3809,5,5,74.25,98.13,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3809,5,5,16.75,0.00,0.00,0.00 /home/donaldb/var/weka/xval.2548 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6477,1624,1,1,95.14,98.99,7.71,90.46 j2p/mushroom,j48,cat,p,6477,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6477,1624,1,1,95.14,98.99,7.71,90.46 j2p/mushroom,oneR,cat,p,6477,1624,1,1,98.77,100.00,2.25,97.35 j2p/mushroom,bayes,cat,p,6476,1625,1,2,95.88,99.59,7.10,91.84 j2p/mushroom,j48,cat,p,6476,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6476,1625,1,2,95.88,99.59,7.10,91.84 j2p/mushroom,oneR,cat,p,6476,1625,1,2,98.52,100.00,2.77,96.94 j2p/mushroom,bayes,cat,p,6476,1625,1,3,95.02,99.18,8.41,90.65 j2p/mushroom,j48,cat,p,6476,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6476,1625,1,3,95.02,99.18,8.41,90.65 j2p/mushroom,oneR,cat,p,6476,1625,1,3,98.28,100.00,3.29,96.51 j2p/mushroom,bayes,cat,p,6476,1625,1,4,95.20,98.16,7.40,92.10 j2p/mushroom,j48,cat,p,6476,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6476,1625,1,4,95.20,98.16,7.40,92.10 j2p/mushroom,oneR,cat,p,6476,1625,1,4,98.46,100.00,2.98,96.91 j2p/mushroom,bayes,cat,p,6499,1602,1,5,96.63,99.30,5.49,93.50 j2p/mushroom,j48,cat,p,6499,1602,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1602,1,5,96.63,99.30,5.49,93.50 j2p/mushroom,oneR,cat,p,6499,1602,1,5,98.56,100.00,2.64,96.95 j2p/mushroom,bayes,cat,p,6460,1624,2,1,94.58,99.13,8.77,89.28 j2p/mushroom,j48,cat,p,6460,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6460,1624,2,1,94.58,99.13,8.77,89.28 j2p/mushroom,oneR,cat,p,6460,1624,2,1,98.58,100.00,2.61,96.99 j2p/mushroom,bayes,cat,p,6459,1625,2,2,95.38,99.45,7.90,91.05 j2p/mushroom,j48,cat,p,6459,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6459,1625,2,2,95.38,99.45,7.90,91.05 j2p/mushroom,oneR,cat,p,6459,1625,2,2,98.46,100.00,2.92,96.85 j2p/mushroom,bayes,cat,p,6459,1625,2,3,96.18,99.04,6.14,92.92 j2p/mushroom,j48,cat,p,6459,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6459,1625,2,3,96.18,99.04,6.14,92.92 j2p/mushroom,oneR,cat,p,6459,1625,2,3,98.03,100.00,3.64,95.88 j2p/mushroom,bayes,cat,p,6459,1625,2,4,95.88,99.07,6.86,92.53 j2p/mushroom,j48,cat,p,6459,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6459,1625,2,4,95.88,99.07,6.86,92.53 j2p/mushroom,oneR,cat,p,6459,1625,2,4,98.58,100.00,2.72,97.14 j2p/mushroom,bayes,cat,p,6499,1585,2,5,96.03,98.89,6.38,92.86 j2p/mushroom,j48,cat,p,6499,1585,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1585,2,5,96.03,98.89,6.38,92.86 j2p/mushroom,oneR,cat,p,6499,1585,2,5,98.93,100.00,2.04,97.79 j2p/mushroom,bayes,cat,p,6465,1624,3,1,94.70,99.57,8.97,89.35 j2p/mushroom,j48,cat,p,6465,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1624,3,1,94.70,99.57,8.97,89.35 j2p/mushroom,oneR,cat,p,6465,1624,3,1,98.03,100.00,3.65,95.89 j2p/mushroom,bayes,cat,p,6464,1625,3,2,95.88,99.03,6.66,92.28 j2p/mushroom,j48,cat,p,6464,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,3,2,95.88,99.03,6.66,92.28 j2p/mushroom,oneR,cat,p,6464,1625,3,2,98.83,100.00,2.19,97.55 j2p/mushroom,bayes,cat,p,6464,1625,3,3,96.43,99.05,5.73,93.45 j2p/mushroom,j48,cat,p,6464,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,3,3,96.43,99.05,5.73,93.45 j2p/mushroom,oneR,cat,p,6464,1625,3,3,98.77,100.00,2.31,97.43 j2p/mushroom,bayes,cat,p,6464,1625,3,4,95.38,99.32,7.83,91.21 j2p/mushroom,j48,cat,p,6464,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,3,4,95.38,99.32,7.83,91.21 j2p/mushroom,oneR,cat,p,6464,1625,3,4,98.58,100.00,2.70,97.11 j2p/mushroom,bayes,cat,p,6499,1590,3,5,95.47,97.94,6.62,92.61 j2p/mushroom,j48,cat,p,6499,1590,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1590,3,5,95.47,97.94,6.62,92.61 j2p/mushroom,oneR,cat,p,6499,1590,3,5,98.43,100.00,2.96,96.76 j2p/mushroom,bayes,cat,p,6474,1624,4,1,95.75,99.43,7.03,91.46 j2p/mushroom,j48,cat,p,6474,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6474,1624,4,1,95.75,99.43,7.03,91.46 j2p/mushroom,oneR,cat,p,6474,1624,4,1,98.21,100.00,3.25,96.19 j2p/mushroom,bayes,cat,p,6473,1625,4,2,94.52,98.90,9.02,89.88 j2p/mushroom,j48,cat,p,6473,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1625,4,2,94.52,98.90,9.02,89.88 j2p/mushroom,oneR,cat,p,6473,1625,4,2,98.40,100.00,3.06,96.75 j2p/mushroom,bayes,cat,p,6473,1625,4,3,96.25,99.16,6.03,92.78 j2p/mushroom,j48,cat,p,6473,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1625,4,3,96.25,99.16,6.03,92.78 j2p/mushroom,oneR,cat,p,6473,1625,4,3,98.65,100.00,2.49,97.11 j2p/mushroom,bayes,cat,p,6473,1625,4,4,96.31,98.93,5.92,93.42 j2p/mushroom,j48,cat,p,6473,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1625,4,4,96.31,98.93,5.92,93.42 j2p/mushroom,oneR,cat,p,6473,1625,4,4,98.65,100.00,2.57,97.22 j2p/mushroom,bayes,cat,p,6499,1599,4,5,95.37,98.91,7.61,91.65 j2p/mushroom,j48,cat,p,6499,1599,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1599,4,5,95.37,98.91,7.61,91.65 j2p/mushroom,oneR,cat,p,6499,1599,4,5,98.69,100.00,2.53,97.34 j2p/mushroom,bayes,cat,p,6467,1624,5,1,95.57,99.14,7.15,91.33 j2p/mushroom,j48,cat,p,6467,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1624,5,1,95.57,99.14,7.15,91.33 j2p/mushroom,oneR,cat,p,6467,1624,5,1,98.34,100.00,3.03,96.45 j2p/mushroom,bayes,cat,p,6466,1625,5,2,95.69,99.04,7.02,91.95 j2p/mushroom,j48,cat,p,6466,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1625,5,2,95.69,99.04,7.02,91.95 j2p/mushroom,oneR,cat,p,6466,1625,5,2,98.71,100.00,2.43,97.32 j2p/mushroom,bayes,cat,p,6466,1625,5,3,95.08,98.51,7.78,91.33 j2p/mushroom,j48,cat,p,6466,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1625,5,3,95.08,98.51,7.78,91.33 j2p/mushroom,oneR,cat,p,6466,1625,5,3,98.58,100.00,2.70,97.11 j2p/mushroom,bayes,cat,p,6466,1625,5,4,96.18,99.32,6.44,92.80 j2p/mushroom,j48,cat,p,6466,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1625,5,4,96.18,99.32,6.44,92.80 j2p/mushroom,oneR,cat,p,6466,1625,5,4,98.71,100.00,2.46,97.35 j2p/mushroom,bayes,cat,p,6499,1592,5,5,95.92,99.86,7.24,91.70 j2p/mushroom,j48,cat,p,6499,1592,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1592,5,5,95.92,99.86,7.24,91.70 j2p/mushroom,oneR,cat,p,6499,1592,5,5,98.30,100.00,3.18,96.50 j2p/mushroom,bayes,disctree,p,6476,1624,1,1,95.38,99.27,7.46,90.68 j2p/mushroom,j48,disctree,p,6476,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6476,1624,1,1,95.38,99.27,7.46,90.68 j2p/mushroom,oneR,disctree,p,6476,1624,1,1,98.65,100.00,2.46,97.07 j2p/mushroom,bayes,disctree,p,6475,1625,1,2,96.00,98.90,6.35,92.65 j2p/mushroom,j48,disctree,p,6475,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6475,1625,1,2,96.00,98.90,6.35,92.65 j2p/mushroom,oneR,disctree,p,6475,1625,1,2,98.65,100.00,2.53,97.16 j2p/mushroom,bayes,disctree,p,6475,1625,1,3,94.40,98.60,8.87,89.66 j2p/mushroom,j48,disctree,p,6475,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6475,1625,1,3,94.40,98.60,8.87,89.66 j2p/mushroom,oneR,disctree,p,6475,1625,1,3,98.09,100.00,3.55,96.04 j2p/mushroom,bayes,disctree,p,6475,1625,1,4,96.18,99.04,6.14,92.92 j2p/mushroom,j48,disctree,p,6475,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6475,1625,1,4,96.18,99.04,6.14,92.92 j2p/mushroom,oneR,disctree,p,6475,1625,1,4,99.08,100.00,1.74,98.07 j2p/mushroom,bayes,disctree,p,6499,1601,1,5,96.13,99.35,6.85,93.06 j2p/mushroom,j48,disctree,p,6499,1601,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1601,1,5,96.13,99.35,6.85,93.06 j2p/mushroom,oneR,disctree,p,6499,1601,1,5,98.13,100.00,3.70,96.35 j2p/mushroom,bayes,disctree,p,6467,1624,2,1,95.94,99.42,6.64,91.71 j2p/mushroom,j48,disctree,p,6467,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6467,1624,2,1,95.94,99.42,6.64,91.71 j2p/mushroom,oneR,disctree,p,6467,1624,2,1,98.58,100.00,2.56,96.93 j2p/mushroom,bayes,disctree,p,6466,1625,2,2,96.74,98.83,5.13,94.52 j2p/mushroom,j48,disctree,p,6466,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,2,2,96.74,98.83,5.13,94.52 j2p/mushroom,oneR,disctree,p,6466,1625,2,2,98.52,100.00,2.84,97.01 j2p/mushroom,bayes,disctree,p,6466,1625,2,3,94.52,99.44,9.27,89.23 j2p/mushroom,j48,disctree,p,6466,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,2,3,94.52,99.44,9.27,89.23 j2p/mushroom,oneR,disctree,p,6466,1625,2,3,98.28,100.00,3.24,96.45 j2p/mushroom,bayes,disctree,p,6466,1625,2,4,95.45,99.32,7.74,91.35 j2p/mushroom,j48,disctree,p,6466,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,2,4,95.45,99.32,7.74,91.35 j2p/mushroom,oneR,disctree,p,6466,1625,2,4,98.28,100.00,3.27,96.49 j2p/mushroom,bayes,disctree,p,6499,1592,2,5,95.54,98.60,6.96,92.04 j2p/mushroom,j48,disctree,p,6499,1592,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1592,2,5,95.54,98.60,6.96,92.04 j2p/mushroom,oneR,disctree,p,6499,1592,2,5,98.99,100.00,1.90,97.91 j2p/mushroom,bayes,disctree,p,6469,1624,3,1,95.38,98.86,7.24,91.16 j2p/mushroom,j48,disctree,p,6469,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1624,3,1,95.38,98.86,7.24,91.16 j2p/mushroom,oneR,disctree,p,6469,1624,3,1,99.01,100.00,1.81,97.89 j2p/mushroom,bayes,disctree,p,6468,1625,3,2,95.14,99.04,8.02,90.91 j2p/mushroom,j48,disctree,p,6468,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,3,2,95.14,99.04,8.02,90.91 j2p/mushroom,oneR,disctree,p,6468,1625,3,2,98.71,100.00,2.46,97.35 j2p/mushroom,bayes,disctree,p,6468,1625,3,3,95.57,99.15,7.20,91.41 j2p/mushroom,j48,disctree,p,6468,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,3,3,95.57,99.15,7.20,91.41 j2p/mushroom,oneR,disctree,p,6468,1625,3,3,98.15,100.00,3.38,96.09 j2p/mushroom,bayes,disctree,p,6468,1625,3,4,95.75,99.18,7.06,92.03 j2p/mushroom,j48,disctree,p,6468,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,3,4,95.75,99.18,7.06,92.03 j2p/mushroom,oneR,disctree,p,6468,1625,3,4,98.52,100.00,2.79,96.96 j2p/mushroom,bayes,disctree,p,6499,1594,3,5,96.49,99.34,6.06,93.61 j2p/mushroom,j48,disctree,p,6499,1594,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1594,3,5,96.49,99.34,6.06,93.61 j2p/mushroom,oneR,disctree,p,6499,1594,3,5,98.18,100.00,3.52,96.37 j2p/mushroom,bayes,disctree,p,6478,1624,4,1,94.70,98.90,8.69,90.20 j2p/mushroom,j48,disctree,p,6478,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6478,1624,4,1,94.70,98.90,8.69,90.20 j2p/mushroom,oneR,disctree,p,6478,1624,4,1,98.21,100.00,3.38,96.36 j2p/mushroom,bayes,disctree,p,6477,1625,4,2,96.74,98.90,5.01,94.11 j2p/mushroom,j48,disctree,p,6477,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,4,2,96.74,98.90,5.01,94.11 j2p/mushroom,oneR,disctree,p,6477,1625,4,2,98.83,100.00,2.16,97.51 j2p/mushroom,bayes,disctree,p,6477,1625,4,3,96.00,98.89,6.32,92.62 j2p/mushroom,j48,disctree,p,6477,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,4,3,96.00,98.89,6.32,92.62 j2p/mushroom,oneR,disctree,p,6477,1625,4,3,98.95,100.00,1.95,97.80 j2p/mushroom,bayes,disctree,p,6477,1625,4,4,95.14,99.30,8.13,90.56 j2p/mushroom,j48,disctree,p,6477,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,4,4,95.14,99.30,8.13,90.56 j2p/mushroom,oneR,disctree,p,6477,1625,4,4,98.40,100.00,3.00,96.68 j2p/mushroom,bayes,disctree,p,6499,1603,4,5,95.38,99.59,8.12,91.09 j2p/mushroom,j48,disctree,p,6499,1603,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1603,4,5,95.38,99.59,8.12,91.09 j2p/mushroom,oneR,disctree,p,6499,1603,4,5,98.25,100.00,3.36,96.49 j2p/mushroom,bayes,disctree,p,6471,1624,5,1,95.87,99.73,7.36,91.92 j2p/mushroom,j48,disctree,p,6471,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6471,1624,5,1,95.87,99.73,7.36,91.92 j2p/mushroom,oneR,disctree,p,6471,1624,5,1,98.34,100.00,3.19,96.64 j2p/mushroom,bayes,disctree,p,6470,1625,5,2,96.06,98.70,5.91,92.57 j2p/mushroom,j48,disctree,p,6470,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6470,1625,5,2,96.06,98.70,5.91,92.57 j2p/mushroom,oneR,disctree,p,6470,1625,5,2,98.89,100.00,1.99,97.57 j2p/mushroom,bayes,disctree,p,6470,1625,5,3,96.12,99.60,6.91,92.63 j2p/mushroom,j48,disctree,p,6470,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6470,1625,5,3,96.12,99.60,6.91,92.63 j2p/mushroom,oneR,disctree,p,6470,1625,5,3,98.52,100.00,2.87,97.05 j2p/mushroom,bayes,disctree,p,6470,1625,5,4,95.02,97.93,7.34,91.51 j2p/mushroom,j48,disctree,p,6470,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6470,1625,5,4,95.02,97.93,7.34,91.51 j2p/mushroom,oneR,disctree,p,6470,1625,5,4,98.03,100.00,3.64,95.88 j2p/mushroom,bayes,disctree,p,6499,1596,5,5,95.11,99.43,8.28,90.41 j2p/mushroom,j48,disctree,p,6499,1596,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1596,5,5,95.11,99.43,8.28,90.41 j2p/mushroom,oneR,disctree,p,6499,1596,5,5,98.81,100.00,2.25,97.54 j2p/mushroom,bayes,tbin,p,6464,1624,1,1,95.87,98.78,6.54,92.62 j2p/mushroom,j48,tbin,p,6464,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6464,1624,1,1,95.87,98.78,6.54,92.62 j2p/mushroom,oneR,tbin,p,6464,1624,1,1,98.58,100.00,2.67,97.07 j2p/mushroom,bayes,tbin,p,6463,1625,1,2,95.20,98.91,7.86,91.21 j2p/mushroom,j48,tbin,p,6463,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6463,1625,1,2,95.20,98.91,7.86,91.21 j2p/mushroom,oneR,tbin,p,6463,1625,1,2,98.28,100.00,3.27,96.48 j2p/mushroom,bayes,tbin,p,6463,1625,1,3,96.06,99.18,6.47,92.57 j2p/mushroom,j48,tbin,p,6463,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6463,1625,1,3,96.06,99.18,6.47,92.57 j2p/mushroom,oneR,tbin,p,6463,1625,1,3,98.34,100.00,3.10,96.54 j2p/mushroom,bayes,tbin,p,6463,1625,1,4,94.83,98.89,8.42,90.38 j2p/mushroom,j48,tbin,p,6463,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6463,1625,1,4,94.83,98.89,8.42,90.38 j2p/mushroom,oneR,tbin,p,6463,1625,1,4,98.83,100.00,2.22,97.59 j2p/mushroom,bayes,tbin,p,6499,1589,1,5,96.16,99.71,6.59,92.14 j2p/mushroom,j48,tbin,p,6499,1589,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1589,1,5,96.16,99.71,6.59,92.14 j2p/mushroom,oneR,tbin,p,6499,1589,1,5,98.62,100.00,2.56,97.07 j2p/mushroom,bayes,tbin,p,6476,1624,2,1,95.44,99.16,7.49,91.26 j2p/mushroom,j48,tbin,p,6476,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1624,2,1,95.44,99.16,7.49,91.26 j2p/mushroom,oneR,tbin,p,6476,1624,2,1,99.01,100.00,1.86,97.94 j2p/mushroom,bayes,tbin,p,6475,1625,2,2,96.92,99.33,5.11,94.27 j2p/mushroom,j48,tbin,p,6475,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,2,2,96.92,99.33,5.11,94.27 j2p/mushroom,oneR,tbin,p,6475,1625,2,2,98.34,100.00,3.11,96.56 j2p/mushroom,bayes,tbin,p,6475,1625,2,3,95.94,99.32,6.82,92.25 j2p/mushroom,j48,tbin,p,6475,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,2,3,95.94,99.32,6.82,92.25 j2p/mushroom,oneR,tbin,p,6475,1625,2,3,98.65,100.00,2.56,97.20 j2p/mushroom,bayes,tbin,p,6475,1625,2,4,95.32,98.74,7.35,91.31 j2p/mushroom,j48,tbin,p,6475,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,2,4,95.32,98.74,7.35,91.31 j2p/mushroom,oneR,tbin,p,6475,1625,2,4,98.34,100.00,3.06,96.50 j2p/mushroom,bayes,tbin,p,6499,1601,2,5,94.63,98.88,8.82,90.09 j2p/mushroom,j48,tbin,p,6499,1601,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1601,2,5,94.63,98.88,8.82,90.09 j2p/mushroom,oneR,tbin,p,6499,1601,2,5,98.25,100.00,3.33,96.44 j2p/mushroom,bayes,tbin,p,6467,1624,3,1,96.24,98.40,5.59,93.76 j2p/mushroom,j48,tbin,p,6467,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1624,3,1,96.24,98.40,5.59,93.76 j2p/mushroom,oneR,tbin,p,6467,1624,3,1,98.77,100.00,2.33,97.45 j2p/mushroom,bayes,tbin,p,6466,1625,3,2,95.51,99.17,7.41,91.43 j2p/mushroom,j48,tbin,p,6466,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,3,2,95.51,99.17,7.41,91.43 j2p/mushroom,oneR,tbin,p,6466,1625,3,2,98.58,100.00,2.66,97.06 j2p/mushroom,bayes,tbin,p,6466,1625,3,3,96.74,99.73,5.72,93.49 j2p/mushroom,j48,tbin,p,6466,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,3,3,96.74,99.73,5.72,93.49 j2p/mushroom,oneR,tbin,p,6466,1625,3,3,98.65,100.00,2.55,97.19 j2p/mushroom,bayes,tbin,p,6466,1625,3,4,94.83,98.88,8.33,90.27 j2p/mushroom,j48,tbin,p,6466,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,3,4,94.83,98.88,8.33,90.27 j2p/mushroom,oneR,tbin,p,6466,1625,3,4,98.22,100.00,3.32,96.29 j2p/mushroom,bayes,tbin,p,6499,1592,3,5,94.60,99.15,9.01,89.72 j2p/mushroom,j48,tbin,p,6499,1592,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1592,3,5,94.60,99.15,9.01,89.72 j2p/mushroom,oneR,tbin,p,6499,1592,3,5,98.37,100.00,3.10,96.66 j2p/mushroom,bayes,tbin,p,6480,1624,4,1,94.77,99.00,8.46,89.91 j2p/mushroom,j48,tbin,p,6480,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6480,1624,4,1,94.77,99.00,8.46,89.91 j2p/mushroom,oneR,tbin,p,6480,1624,4,1,98.46,100.00,2.85,96.77 j2p/mushroom,bayes,tbin,p,6479,1625,4,2,96.12,99.05,6.32,92.89 j2p/mushroom,j48,tbin,p,6479,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6479,1625,4,2,96.12,99.05,6.32,92.89 j2p/mushroom,oneR,tbin,p,6479,1625,4,2,98.58,100.00,2.67,97.08 j2p/mushroom,bayes,tbin,p,6479,1625,4,3,96.06,99.58,6.70,92.11 j2p/mushroom,j48,tbin,p,6479,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6479,1625,4,3,96.06,99.58,6.70,92.11 j2p/mushroom,oneR,tbin,p,6479,1625,4,3,98.71,100.00,2.41,97.28 j2p/mushroom,bayes,tbin,p,6479,1625,4,4,95.08,97.98,7.38,91.81 j2p/mushroom,j48,tbin,p,6479,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6479,1625,4,4,95.08,97.98,7.38,91.81 j2p/mushroom,oneR,tbin,p,6479,1625,4,4,98.58,100.00,2.69,97.10 j2p/mushroom,bayes,tbin,p,6499,1605,4,5,96.14,99.72,6.82,92.34 j2p/mushroom,j48,tbin,p,6499,1605,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1605,4,5,96.14,99.72,6.82,92.34 j2p/mushroom,oneR,tbin,p,6499,1605,4,5,98.26,100.00,3.29,96.42 j2p/mushroom,bayes,tbin,p,6460,1624,5,1,95.44,99.17,7.56,91.35 j2p/mushroom,j48,tbin,p,6460,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6460,1624,5,1,95.44,99.17,7.56,91.35 j2p/mushroom,oneR,tbin,p,6460,1624,5,1,98.28,100.00,3.23,96.44 j2p/mushroom,bayes,tbin,p,6459,1625,5,2,95.57,99.06,7.37,91.89 j2p/mushroom,j48,tbin,p,6459,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6459,1625,5,2,95.57,99.06,7.37,91.89 j2p/mushroom,oneR,tbin,p,6459,1625,5,2,98.58,100.00,2.72,97.13 j2p/mushroom,bayes,tbin,p,6459,1625,5,3,96.68,98.73,4.90,93.94 j2p/mushroom,j48,tbin,p,6459,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6459,1625,5,3,96.68,98.73,4.90,93.94 j2p/mushroom,oneR,tbin,p,6459,1625,5,3,98.46,100.00,2.75,96.63 j2p/mushroom,bayes,tbin,p,6459,1625,5,4,95.57,99.31,7.45,91.50 j2p/mushroom,j48,tbin,p,6459,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6459,1625,5,4,95.57,99.31,7.45,91.50 j2p/mushroom,oneR,tbin,p,6459,1625,5,4,98.77,100.00,2.33,97.46 j2p/mushroom,bayes,tbin,p,6499,1585,5,5,95.02,99.30,8.50,90.55 j2p/mushroom,j48,tbin,p,6499,1585,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1585,5,5,95.02,99.30,8.50,90.55 j2p/mushroom,oneR,tbin,p,6499,1585,5,5,98.55,100.00,2.79,97.06 j2p/mushroom,bayes,fayyadIrani,p,6470,1624,1,1,95.07,98.89,7.95,90.79 j2p/mushroom,j48,fayyadIrani,p,6470,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1624,1,1,95.07,98.89,7.95,90.79 j2p/mushroom,oneR,fayyadIrani,p,6470,1624,1,1,98.52,100.00,2.77,96.93 j2p/mushroom,bayes,fayyadIrani,p,6469,1625,1,2,95.45,99.31,7.70,91.30 j2p/mushroom,j48,fayyadIrani,p,6469,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1625,1,2,95.45,99.31,7.70,91.30 j2p/mushroom,oneR,fayyadIrani,p,6469,1625,1,2,98.89,100.00,2.12,97.73 j2p/mushroom,bayes,fayyadIrani,p,6469,1625,1,3,95.63,99.30,7.24,91.48 j2p/mushroom,j48,fayyadIrani,p,6469,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1625,1,3,95.63,99.30,7.24,91.48 j2p/mushroom,oneR,fayyadIrani,p,6469,1625,1,3,97.60,100.00,4.39,94.97 j2p/mushroom,bayes,fayyadIrani,p,6469,1625,1,4,95.75,98.49,6.47,92.52 j2p/mushroom,j48,fayyadIrani,p,6469,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1625,1,4,95.75,98.49,6.47,92.52 j2p/mushroom,oneR,fayyadIrani,p,6469,1625,1,4,98.65,100.00,2.52,97.16 j2p/mushroom,bayes,fayyadIrani,p,6499,1595,1,5,96.11,99.18,6.48,92.83 j2p/mushroom,j48,fayyadIrani,p,6499,1595,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1595,1,5,96.11,99.18,6.48,92.83 j2p/mushroom,oneR,fayyadIrani,p,6499,1595,1,5,98.93,100.00,2.05,97.82 j2p/mushroom,bayes,fayyadIrani,p,6456,1624,2,1,94.70,99.12,8.52,89.46 j2p/mushroom,j48,fayyadIrani,p,6456,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6456,1624,2,1,94.70,99.12,8.52,89.46 j2p/mushroom,oneR,fayyadIrani,p,6456,1624,2,1,98.15,100.00,3.35,96.05 j2p/mushroom,bayes,fayyadIrani,p,6455,1625,2,2,95.26,99.74,8.67,91.00 j2p/mushroom,j48,fayyadIrani,p,6455,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6455,1625,2,2,95.26,99.74,8.67,91.00 j2p/mushroom,oneR,fayyadIrani,p,6455,1625,2,2,98.28,100.00,3.41,96.64 j2p/mushroom,bayes,fayyadIrani,p,6455,1625,2,3,95.69,98.14,6.15,92.32 j2p/mushroom,j48,fayyadIrani,p,6455,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6455,1625,2,3,95.69,98.14,6.15,92.32 j2p/mushroom,oneR,fayyadIrani,p,6455,1625,2,3,98.89,100.00,2.00,97.57 j2p/mushroom,bayes,fayyadIrani,p,6455,1625,2,4,95.38,98.93,7.64,91.70 j2p/mushroom,j48,fayyadIrani,p,6455,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6455,1625,2,4,95.38,98.93,7.64,91.70 j2p/mushroom,oneR,fayyadIrani,p,6455,1625,2,4,98.58,100.00,2.73,97.15 j2p/mushroom,bayes,fayyadIrani,p,6499,1581,2,5,96.84,99.17,5.12,94.21 j2p/mushroom,j48,fayyadIrani,p,6499,1581,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1581,2,5,96.84,99.17,5.12,94.21 j2p/mushroom,oneR,fayyadIrani,p,6499,1581,2,5,98.73,100.00,2.38,97.37 j2p/mushroom,bayes,fayyadIrani,p,6465,1624,3,1,95.20,98.90,7.78,91.09 j2p/mushroom,j48,fayyadIrani,p,6465,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6465,1624,3,1,95.20,98.90,7.78,91.09 j2p/mushroom,oneR,fayyadIrani,p,6465,1624,3,1,98.58,100.00,2.67,97.07 j2p/mushroom,bayes,fayyadIrani,p,6464,1625,3,2,96.49,99.05,5.64,93.61 j2p/mushroom,j48,fayyadIrani,p,6464,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6464,1625,3,2,96.49,99.05,5.64,93.61 j2p/mushroom,oneR,fayyadIrani,p,6464,1625,3,2,98.46,100.00,2.88,96.80 j2p/mushroom,bayes,fayyadIrani,p,6464,1625,3,3,95.20,99.17,7.95,90.83 j2p/mushroom,j48,fayyadIrani,p,6464,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6464,1625,3,3,95.20,99.17,7.95,90.83 j2p/mushroom,oneR,fayyadIrani,p,6464,1625,3,3,98.58,100.00,2.67,97.07 j2p/mushroom,bayes,fayyadIrani,p,6464,1625,3,4,95.63,98.87,6.87,91.74 j2p/mushroom,j48,fayyadIrani,p,6464,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6464,1625,3,4,95.63,98.87,6.87,91.74 j2p/mushroom,oneR,fayyadIrani,p,6464,1625,3,4,98.40,100.00,2.93,96.59 j2p/mushroom,bayes,fayyadIrani,p,6499,1590,3,5,95.72,99.31,7.30,91.97 j2p/mushroom,j48,fayyadIrani,p,6499,1590,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1590,3,5,95.72,99.31,7.30,91.97 j2p/mushroom,oneR,fayyadIrani,p,6499,1590,3,5,98.55,100.00,2.78,97.07 j2p/mushroom,bayes,fayyadIrani,p,6477,1624,4,1,96.12,99.00,6.06,92.52 j2p/mushroom,j48,fayyadIrani,p,6477,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1624,4,1,96.12,99.00,6.06,92.52 j2p/mushroom,oneR,fayyadIrani,p,6477,1624,4,1,98.77,100.00,2.23,97.33 j2p/mushroom,bayes,fayyadIrani,p,6476,1625,4,2,95.88,99.15,6.61,91.94 j2p/mushroom,j48,fayyadIrani,p,6476,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6476,1625,4,2,95.88,99.15,6.61,91.94 j2p/mushroom,oneR,fayyadIrani,p,6476,1625,4,2,98.52,100.00,2.69,96.83 j2p/mushroom,bayes,fayyadIrani,p,6476,1625,4,3,95.08,99.32,8.40,90.65 j2p/mushroom,j48,fayyadIrani,p,6476,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6476,1625,4,3,95.08,99.32,8.40,90.65 j2p/mushroom,oneR,fayyadIrani,p,6476,1625,4,3,98.40,100.00,3.06,96.76 j2p/mushroom,bayes,fayyadIrani,p,6476,1625,4,4,95.75,99.46,7.37,91.92 j2p/mushroom,j48,fayyadIrani,p,6476,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6476,1625,4,4,95.75,99.46,7.37,91.92 j2p/mushroom,oneR,fayyadIrani,p,6476,1625,4,4,98.46,100.00,2.96,96.89 j2p/mushroom,bayes,fayyadIrani,p,6499,1602,4,5,95.13,98.65,7.88,91.47 j2p/mushroom,j48,fayyadIrani,p,6499,1602,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1602,4,5,95.13,98.65,7.88,91.47 j2p/mushroom,oneR,fayyadIrani,p,6499,1602,4,5,98.44,100.00,3.01,96.86 j2p/mushroom,bayes,fayyadIrani,p,6470,1624,5,1,95.26,99.00,7.58,90.83 j2p/mushroom,j48,fayyadIrani,p,6470,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1624,5,1,95.26,99.00,7.58,90.83 j2p/mushroom,oneR,fayyadIrani,p,6470,1624,5,1,98.65,100.00,2.49,97.12 j2p/mushroom,bayes,fayyadIrani,p,6469,1625,5,2,96.43,98.38,5.19,94.05 j2p/mushroom,j48,fayyadIrani,p,6469,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1625,5,2,96.43,98.38,5.19,94.05 j2p/mushroom,oneR,fayyadIrani,p,6469,1625,5,2,98.28,100.00,3.18,96.38 j2p/mushroom,bayes,fayyadIrani,p,6469,1625,5,3,95.02,99.00,8.03,90.39 j2p/mushroom,j48,fayyadIrani,p,6469,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1625,5,3,95.02,99.00,8.03,90.39 j2p/mushroom,oneR,fayyadIrani,p,6469,1625,5,3,98.40,100.00,2.95,96.62 j2p/mushroom,bayes,fayyadIrani,p,6469,1625,5,4,96.06,99.46,6.83,92.53 j2p/mushroom,j48,fayyadIrani,p,6469,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1625,5,4,96.06,99.46,6.83,92.53 j2p/mushroom,oneR,fayyadIrani,p,6469,1625,5,4,98.65,100.00,2.61,97.26 j2p/mushroom,bayes,fayyadIrani,p,6499,1595,5,5,95.49,99.45,7.87,91.45 j2p/mushroom,j48,fayyadIrani,p,6499,1595,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1595,5,5,95.49,99.45,7.87,91.45 j2p/mushroom,oneR,fayyadIrani,p,6499,1595,5,5,98.62,100.00,2.68,97.23 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1849,461,1,1,79.18,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1849,461,1,1,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1849,461,1,1,86.33,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1849,461,1,1,62.91,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,1,2,81.60,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,1,2,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,1,2,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,1,2,62.34,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,1,3,79.00,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,1,3,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,1,3,82.90,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,1,3,59.74,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,1,4,78.57,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,1,4,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,1,4,84.42,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,1,4,61.69,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,1,5,81.60,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,1,5,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,1,5,87.45,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,1,5,61.04,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,461,2,1,79.18,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,2,1,96.53,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,2,1,85.47,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,2,1,63.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,2,79.44,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,2,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,2,85.28,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,2,60.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,3,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,3,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,3,85.06,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,3,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,4,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,4,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,4,85.06,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,4,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,2,5,80.43,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,2,5,95.87,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,2,5,86.96,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,2,5,58.48,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,461,3,1,79.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,3,1,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,3,1,85.25,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,3,1,64.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,3,2,79.22,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,3,2,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,3,2,83.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,3,2,59.74,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,3,3,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,3,3,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,3,3,83.55,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,3,3,61.04,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,3,4,81.17,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,3,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,3,4,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,3,4,60.61,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,3,5,83.04,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,3,5,96.96,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,3,5,87.17,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,3,5,63.48,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,461,4,1,80.04,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,461,4,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,461,4,1,85.25,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,461,4,1,62.26,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,4,2,79.87,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,4,2,97.84,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,4,2,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,4,2,64.94,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,4,3,81.82,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,4,3,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,4,3,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,4,3,62.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,4,4,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,4,4,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,4,4,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,4,4,66.23,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,459,4,5,80.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,459,4,5,96.51,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,459,4,5,85.19,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,459,4,5,61.44,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,461,5,1,80.04,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,5,1,98.05,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,5,1,85.25,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,5,1,66.59,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,5,2,79.65,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,5,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,5,2,84.20,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,5,2,61.47,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,5,3,76.84,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,5,3,95.02,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,5,3,82.25,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,5,3,62.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,5,4,81.82,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,5,4,95.02,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,5,4,86.58,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,5,4,65.58,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,5,5,82.17,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,5,5,97.17,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,5,5,88.48,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,5,5,62.17,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,461,1,1,87.64,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,461,1,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,461,1,1,87.64,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,461,1,1,51.41,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1843,462,1,2,87.23,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1843,462,1,2,93.29,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1843,462,1,2,87.23,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1843,462,1,2,49.35,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1843,462,1,3,87.88,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1843,462,1,3,92.86,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1843,462,1,3,87.88,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1843,462,1,3,50.22,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1843,462,1,4,86.80,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1843,462,1,4,93.94,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1843,462,1,4,86.80,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1843,462,1,4,48.70,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,458,1,5,89.08,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,458,1,5,93.89,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,458,1,5,89.08,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,458,1,5,54.37,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,461,2,1,85.25,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,461,2,1,94.58,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,461,2,1,85.25,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,461,2,1,51.19,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,2,2,87.23,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,2,2,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,2,2,87.23,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,2,2,52.38,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,2,3,85.71,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,2,3,92.42,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,2,3,85.71,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,2,3,50.65,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,2,4,89.83,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,2,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,2,4,89.83,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,2,4,47.62,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,459,2,5,90.20,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,459,2,5,92.37,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,459,2,5,90.20,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,459,2,5,52.51,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,3,1,88.94,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,3,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,3,1,88.94,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,3,1,51.19,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,2,85.28,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,2,92.86,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,2,85.28,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,2,47.19,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,3,87.01,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,3,93.72,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,3,87.01,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,3,52.81,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,4,87.88,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,4,93.51,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,4,87.88,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,4,49.35,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,5,89.61,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,5,93.29,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,5,89.61,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,5,53.46,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,4,1,88.29,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,4,1,93.28,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,4,1,88.29,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,4,1,52.28,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,2,88.31,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,2,93.51,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,2,88.31,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,2,53.68,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,3,85.93,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,3,92.64,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,3,85.93,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,3,46.54,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,4,89.61,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,4,89.61,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,4,52.81,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,5,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,5,92.42,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,5,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,5,48.70,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,5,1,87.42,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,5,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,5,1,87.42,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,5,1,50.98,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,5,2,87.66,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,5,2,91.99,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,5,2,87.66,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,5,2,51.30,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,5,3,88.31,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,5,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,5,3,88.31,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,5,3,50.00,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,5,4,87.66,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,5,4,93.94,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,5,4,87.66,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,5,4,49.57,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,5,5,89.18,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,5,5,92.42,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,5,5,89.18,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,5,5,52.16,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,1,1,92.84,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,1,1,96.31,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,1,1,92.84,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,1,1,51.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,2,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,2,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,2,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,2,53.03,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,3,91.56,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,3,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,4,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,4,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,4,46.32,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,5,87.66,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,5,92.64,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,5,87.66,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,5,48.48,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1849,461,2,1,91.76,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1849,461,2,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1849,461,2,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1849,461,2,1,47.72,100.00,3.45,98.61 q2s/segment,bayes,tbin,sky,1848,462,2,2,88.96,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,2,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,2,2,88.96,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,2,2,45.02,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,2,3,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,2,3,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,2,3,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,2,3,47.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,2,4,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,2,4,93.72,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,2,4,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,2,4,46.10,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,2,5,91.99,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,2,5,94.59,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,2,5,91.99,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,2,5,48.05,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,3,1,90.89,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,3,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,3,1,90.89,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,3,1,49.24,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,2,85.71,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,2,93.51,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,2,85.71,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,2,44.16,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,3,91.56,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,3,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,3,51.30,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,4,91.99,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,4,96.32,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,4,91.99,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,4,53.25,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,5,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,5,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,5,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,5,51.08,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,4,1,92.41,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,4,1,94.79,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,4,1,92.41,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,4,1,51.41,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,2,87.23,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,2,91.99,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,2,87.23,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,2,48.27,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,3,91.99,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,3,91.99,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,3,51.95,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,4,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,4,51.30,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,5,88.96,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,5,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,5,88.96,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,5,52.16,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,5,1,89.37,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,5,1,94.14,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,5,1,89.37,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,5,1,48.59,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,5,2,90.26,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,5,2,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,5,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,5,2,45.24,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,5,3,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,5,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,5,3,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,5,3,52.60,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,5,4,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,5,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,5,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,5,4,53.46,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,5,5,89.57,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,5,5,94.57,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,5,5,89.57,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,5,5,48.70,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,1,1,90.46,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,1,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,1,1,90.46,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,1,1,65.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,2,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,2,95.02,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,2,66.02,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,3,94.81,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,3,94.81,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,3,66.67,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,4,90.04,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,4,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,4,90.04,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,4,65.15,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,5,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,5,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,5,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,5,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,2,1,91.97,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,2,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,2,1,91.97,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,2,1,62.47,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,2,2,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,2,2,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,2,2,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,2,2,64.07,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,2,3,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,2,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,2,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,2,3,68.18,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,2,4,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,2,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,2,4,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,2,4,70.13,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,2,5,90.89,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,2,5,92.41,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,2,5,90.89,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,2,5,66.16,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,3,1,88.94,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,3,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,3,1,88.94,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,3,1,64.43,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,2,93.07,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,2,93.07,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,2,69.91,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,3,90.04,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,3,90.04,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,3,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,4,93.07,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,4,93.07,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,4,63.20,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,3,5,93.26,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,3,5,95.87,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,3,5,93.26,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,3,5,68.70,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,4,1,90.02,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,4,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,4,1,90.02,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,4,1,66.59,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,2,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,2,92.42,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,2,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,2,68.40,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,3,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,3,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,3,64.07,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,4,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,4,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,4,66.23,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,4,5,90.87,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,4,5,94.57,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,4,5,90.87,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,4,5,63.91,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,5,1,90.46,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,5,1,94.14,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,5,1,90.46,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,5,1,66.81,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,5,2,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,5,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,5,2,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,5,2,61.90,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,5,3,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,5,3,95.02,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,5,3,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,5,3,67.97,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,5,4,93.72,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,5,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,5,4,93.72,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,5,4,66.88,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,5,5,92.21,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,5,5,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,5,5,92.21,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,5,5,67.75,100.00,0.00,100.00 /home/donaldb/var/weka/xval.13071 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,73.17,81.25,32.00,61.90 q2s/sonar,j48,cat,Mine,167,41,1,1,75.61,73.91,22.22,80.95 q2s/sonar,nbk,cat,Mine,167,41,1,1,80.49,88.24,25.00,71.43 q2s/sonar,oneR,cat,Mine,167,41,1,1,41.46,38.46,57.14,23.81 q2s/sonar,bayes,cat,Mine,166,42,1,2,64.29,78.57,42.86,47.83 q2s/sonar,j48,cat,Mine,166,42,1,2,76.19,84.21,30.43,69.57 q2s/sonar,nbk,cat,Mine,166,42,1,2,71.43,86.67,37.04,56.52 q2s/sonar,oneR,cat,Mine,166,42,1,2,57.14,60.87,47.37,60.87 q2s/sonar,bayes,cat,Mine,167,41,1,3,63.41,76.19,50.00,61.54 q2s/sonar,j48,cat,Mine,167,41,1,3,68.29,78.26,44.44,69.23 q2s/sonar,nbk,cat,Mine,167,41,1,3,63.41,72.00,50.00,69.23 q2s/sonar,oneR,cat,Mine,167,41,1,3,68.29,72.41,41.67,80.77 q2s/sonar,bayes,cat,Mine,166,42,1,4,69.05,73.33,33.33,55.00 q2s/sonar,j48,cat,Mine,166,42,1,4,88.10,94.12,16.00,80.00 q2s/sonar,nbk,cat,Mine,166,42,1,4,71.43,72.22,29.17,65.00 q2s/sonar,oneR,cat,Mine,166,42,1,4,69.05,65.22,26.32,75.00 q2s/sonar,bayes,cat,Mine,167,41,1,5,70.73,76.47,33.33,61.90 q2s/sonar,j48,cat,Mine,167,41,1,5,68.29,65.38,26.67,80.95 q2s/sonar,nbk,cat,Mine,167,41,1,5,78.05,77.27,21.05,80.95 q2s/sonar,oneR,cat,Mine,167,41,1,5,63.41,61.54,33.33,76.19 q2s/sonar,bayes,cat,Mine,167,41,2,1,75.61,76.47,25.00,68.42 q2s/sonar,j48,cat,Mine,167,41,2,1,68.29,61.54,20.00,84.21 q2s/sonar,nbk,cat,Mine,167,41,2,1,80.49,78.95,18.18,78.95 q2s/sonar,oneR,cat,Mine,167,41,2,1,51.22,47.83,44.44,57.89 q2s/sonar,bayes,cat,Mine,166,42,2,2,73.81,76.19,28.57,72.73 q2s/sonar,j48,cat,Mine,166,42,2,2,73.81,73.91,26.32,77.27 q2s/sonar,nbk,cat,Mine,166,42,2,2,73.81,76.19,28.57,72.73 q2s/sonar,oneR,cat,Mine,166,42,2,2,71.43,77.78,33.33,63.64 q2s/sonar,bayes,cat,Mine,167,41,2,3,63.41,84.62,46.43,45.83 q2s/sonar,j48,cat,Mine,167,41,2,3,68.29,73.91,38.89,70.83 q2s/sonar,nbk,cat,Mine,167,41,2,3,58.54,73.33,50.00,45.83 q2s/sonar,oneR,cat,Mine,167,41,2,3,63.41,69.57,44.44,66.67 q2s/sonar,bayes,cat,Mine,166,42,2,4,66.67,81.25,42.31,54.17 q2s/sonar,j48,cat,Mine,166,42,2,4,76.19,81.82,30.00,75.00 q2s/sonar,nbk,cat,Mine,166,42,2,4,73.81,78.26,31.58,75.00 q2s/sonar,oneR,cat,Mine,166,42,2,4,69.05,70.37,33.33,79.17 q2s/sonar,bayes,cat,Mine,167,41,2,5,63.41,73.33,42.31,50.00 q2s/sonar,j48,cat,Mine,167,41,2,5,75.61,73.08,20.00,86.36 q2s/sonar,nbk,cat,Mine,167,41,2,5,73.17,76.19,30.00,72.73 q2s/sonar,oneR,cat,Mine,167,41,2,5,65.85,65.38,33.33,77.27 q2s/sonar,bayes,cat,Mine,167,41,3,1,78.05,88.89,30.43,69.57 q2s/sonar,j48,cat,Mine,167,41,3,1,78.05,81.82,26.32,78.26 q2s/sonar,nbk,cat,Mine,167,41,3,1,73.17,87.50,36.00,60.87 q2s/sonar,oneR,cat,Mine,167,41,3,1,78.05,85.00,28.57,73.91 q2s/sonar,bayes,cat,Mine,166,42,3,2,76.19,88.24,32.00,65.22 q2s/sonar,j48,cat,Mine,166,42,3,2,78.57,79.17,22.22,82.61 q2s/sonar,nbk,cat,Mine,166,42,3,2,83.33,90.00,22.73,78.26 q2s/sonar,oneR,cat,Mine,166,42,3,2,73.81,83.33,33.33,65.22 q2s/sonar,bayes,cat,Mine,167,41,3,3,65.85,69.23,35.71,47.37 q2s/sonar,j48,cat,Mine,167,41,3,3,75.61,73.68,22.73,73.68 q2s/sonar,nbk,cat,Mine,167,41,3,3,70.73,68.42,27.27,68.42 q2s/sonar,oneR,cat,Mine,167,41,3,3,56.10,52.38,40.00,57.89 q2s/sonar,bayes,cat,Mine,166,42,3,4,57.14,55.00,40.91,55.00 q2s/sonar,j48,cat,Mine,166,42,3,4,80.95,73.08,6.25,95.00 q2s/sonar,nbk,cat,Mine,166,42,3,4,57.14,53.85,37.50,70.00 q2s/sonar,oneR,cat,Mine,166,42,3,4,54.76,52.38,42.86,55.00 q2s/sonar,bayes,cat,Mine,167,41,3,5,58.54,75.00,52.00,48.00 q2s/sonar,j48,cat,Mine,167,41,3,5,75.61,89.47,36.36,68.00 q2s/sonar,nbk,cat,Mine,167,41,3,5,73.17,81.82,36.84,72.00 q2s/sonar,oneR,cat,Mine,167,41,3,5,75.61,77.78,28.57,84.00 q2s/sonar,bayes,cat,Mine,167,41,4,1,60.98,72.22,47.83,54.17 q2s/sonar,j48,cat,Mine,167,41,4,1,78.05,74.19,10.00,95.83 q2s/sonar,nbk,cat,Mine,167,41,4,1,60.98,70.00,47.62,58.33 q2s/sonar,oneR,cat,Mine,167,41,4,1,68.29,73.91,38.89,70.83 q2s/sonar,bayes,cat,Mine,166,42,4,2,69.05,87.50,42.31,56.00 q2s/sonar,j48,cat,Mine,166,42,4,2,76.19,82.61,31.58,76.00 q2s/sonar,nbk,cat,Mine,166,42,4,2,73.81,85.00,36.36,68.00 q2s/sonar,oneR,cat,Mine,166,42,4,2,71.43,74.07,33.33,80.00 q2s/sonar,bayes,cat,Mine,167,41,4,3,80.49,72.73,10.53,88.89 q2s/sonar,j48,cat,Mine,167,41,4,3,75.61,70.00,19.05,77.78 q2s/sonar,nbk,cat,Mine,167,41,4,3,80.49,72.73,10.53,88.89 q2s/sonar,oneR,cat,Mine,167,41,4,3,68.29,60.00,18.75,83.33 q2s/sonar,bayes,cat,Mine,166,42,4,4,59.52,88.24,60.00,50.00 q2s/sonar,j48,cat,Mine,166,42,4,4,66.67,83.33,55.56,66.67 q2s/sonar,nbk,cat,Mine,166,42,4,4,71.43,90.91,50.00,66.67 q2s/sonar,oneR,cat,Mine,166,42,4,4,54.76,78.95,65.22,50.00 q2s/sonar,bayes,cat,Mine,167,41,4,5,75.61,63.64,20.00,53.85 q2s/sonar,j48,cat,Mine,167,41,4,5,68.29,50.00,17.39,69.23 q2s/sonar,nbk,cat,Mine,167,41,4,5,70.73,54.55,23.33,46.15 q2s/sonar,oneR,cat,Mine,167,41,4,5,60.98,42.11,22.73,61.54 q2s/sonar,bayes,cat,Mine,167,41,5,1,56.10,80.00,51.61,33.33 q2s/sonar,j48,cat,Mine,167,41,5,1,70.73,73.08,33.33,79.17 q2s/sonar,nbk,cat,Mine,167,41,5,1,70.73,87.50,40.00,58.33 q2s/sonar,oneR,cat,Mine,167,41,5,1,60.98,66.67,47.06,66.67 q2s/sonar,bayes,cat,Mine,166,42,5,2,76.19,90.00,36.36,69.23 q2s/sonar,j48,cat,Mine,166,42,5,2,71.43,76.92,37.50,76.92 q2s/sonar,nbk,cat,Mine,166,42,5,2,76.19,90.00,36.36,69.23 q2s/sonar,oneR,cat,Mine,166,42,5,2,35.71,47.37,73.91,34.62 q2s/sonar,bayes,cat,Mine,167,41,5,3,68.29,72.73,36.84,69.57 q2s/sonar,j48,cat,Mine,167,41,5,3,70.73,72.00,31.25,78.26 q2s/sonar,nbk,cat,Mine,167,41,5,3,68.29,69.23,33.33,78.26 q2s/sonar,oneR,cat,Mine,167,41,5,3,63.41,65.38,40.00,73.91 q2s/sonar,bayes,cat,Mine,166,42,5,4,73.81,66.67,22.22,62.50 q2s/sonar,j48,cat,Mine,166,42,5,4,73.81,63.16,17.39,75.00 q2s/sonar,nbk,cat,Mine,166,42,5,4,76.19,65.00,13.64,81.25 q2s/sonar,oneR,cat,Mine,166,42,5,4,59.52,48.00,23.53,75.00 q2s/sonar,bayes,cat,Mine,167,41,5,5,70.73,76.47,33.33,61.90 q2s/sonar,j48,cat,Mine,167,41,5,5,70.73,80.00,34.62,57.14 q2s/sonar,nbk,cat,Mine,167,41,5,5,75.61,78.95,27.27,71.43 q2s/sonar,oneR,cat,Mine,167,41,5,5,68.29,70.00,33.33,66.67 q2s/sonar,bayes,disctree,,167,41,1,1,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,1,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,1,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,2,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,2,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,2,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,3,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,3,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,3,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,4,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,4,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,4,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,5,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,5,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,5,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,1,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,1,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,1,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,2,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,2,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,2,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,3,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,3,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,3,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,4,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,4,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,4,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,5,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,5,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,5,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,1,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,1,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,1,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,2,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,2,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,2,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,3,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,3,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,3,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,4,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,4,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,4,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,5,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,5,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,5,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,1,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,1,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,1,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,2,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,2,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,2,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,3,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,3,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,3,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,4,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,4,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,4,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,5,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,5,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,5,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,1,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,1,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,1,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,2,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,2,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,2,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,3,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,3,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,3,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,4,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,4,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,4,68.29,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,5,70.73,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,5,70.73,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,5,68.29,50.00,50.00,50.00 q2s/sonar,bayes,tbin,Mine,167,41,1,1,73.17,80.95,35.00,70.83 q2s/sonar,j48,tbin,Mine,167,41,1,1,73.17,78.26,33.33,75.00 q2s/sonar,nbk,tbin,Mine,167,41,1,1,73.17,80.95,35.00,70.83 q2s/sonar,oneR,tbin,Mine,167,41,1,1,78.05,82.61,27.78,79.17 q2s/sonar,bayes,tbin,Mine,166,42,1,2,73.81,81.82,35.00,72.00 q2s/sonar,j48,tbin,Mine,166,42,1,2,76.19,82.61,31.58,76.00 q2s/sonar,nbk,tbin,Mine,166,42,1,2,73.81,81.82,35.00,72.00 q2s/sonar,oneR,tbin,Mine,166,42,1,2,66.67,73.91,42.11,68.00 q2s/sonar,bayes,tbin,Mine,167,41,1,3,70.73,57.89,18.18,73.33 q2s/sonar,j48,tbin,Mine,167,41,1,3,65.85,53.33,26.92,53.33 q2s/sonar,nbk,tbin,Mine,167,41,1,3,70.73,57.89,18.18,73.33 q2s/sonar,oneR,tbin,Mine,167,41,1,3,63.41,50.00,26.09,60.00 q2s/sonar,bayes,tbin,Mine,166,42,1,4,88.10,87.50,11.11,91.30 q2s/sonar,j48,tbin,Mine,166,42,1,4,73.81,77.27,30.00,73.91 q2s/sonar,nbk,tbin,Mine,166,42,1,4,88.10,87.50,11.11,91.30 q2s/sonar,oneR,tbin,Mine,166,42,1,4,71.43,72.00,29.41,78.26 q2s/sonar,bayes,tbin,Mine,167,41,1,5,75.61,75.00,23.08,87.50 q2s/sonar,j48,tbin,Mine,167,41,1,5,73.17,72.41,25.00,87.50 q2s/sonar,nbk,tbin,Mine,167,41,1,5,75.61,75.00,23.08,87.50 q2s/sonar,oneR,tbin,Mine,167,41,1,5,73.17,76.00,31.25,79.17 q2s/sonar,bayes,tbin,Mine,167,41,2,1,78.05,79.17,23.53,82.61 q2s/sonar,j48,tbin,Mine,167,41,2,1,68.29,69.23,33.33,78.26 q2s/sonar,nbk,tbin,Mine,167,41,2,1,78.05,79.17,23.53,82.61 q2s/sonar,oneR,tbin,Mine,167,41,2,1,75.61,72.41,16.67,91.30 q2s/sonar,bayes,tbin,Mine,166,42,2,2,73.81,74.07,26.67,83.33 q2s/sonar,j48,tbin,Mine,166,42,2,2,73.81,78.26,31.58,75.00 q2s/sonar,nbk,tbin,Mine,166,42,2,2,73.81,74.07,26.67,83.33 q2s/sonar,oneR,tbin,Mine,166,42,2,2,73.81,76.00,29.41,79.17 q2s/sonar,bayes,tbin,Mine,167,41,2,3,80.49,80.95,20.00,80.95 q2s/sonar,j48,tbin,Mine,167,41,2,3,60.98,60.00,37.50,71.43 q2s/sonar,nbk,tbin,Mine,167,41,2,3,80.49,80.95,20.00,80.95 q2s/sonar,oneR,tbin,Mine,167,41,2,3,65.85,65.22,33.33,71.43 q2s/sonar,bayes,tbin,Mine,166,42,2,4,73.81,81.25,30.77,61.90 q2s/sonar,j48,tbin,Mine,166,42,2,4,69.05,68.18,30.00,71.43 q2s/sonar,nbk,tbin,Mine,166,42,2,4,73.81,81.25,30.77,61.90 q2s/sonar,oneR,tbin,Mine,166,42,2,4,66.67,65.22,31.58,71.43 q2s/sonar,bayes,tbin,Mine,167,41,2,5,90.24,87.50,5.88,95.45 q2s/sonar,j48,tbin,Mine,167,41,2,5,75.61,73.08,20.00,86.36 q2s/sonar,nbk,tbin,Mine,167,41,2,5,90.24,87.50,5.88,95.45 q2s/sonar,oneR,tbin,Mine,167,41,2,5,75.61,75.00,23.53,81.82 q2s/sonar,bayes,tbin,Mine,167,41,3,1,65.85,76.00,50.00,70.37 q2s/sonar,j48,tbin,Mine,167,41,3,1,70.73,77.78,42.86,77.78 q2s/sonar,nbk,tbin,Mine,167,41,3,1,65.85,76.00,50.00,70.37 q2s/sonar,oneR,tbin,Mine,167,41,3,1,68.29,75.00,46.15,77.78 q2s/sonar,bayes,tbin,Mine,166,42,3,2,83.33,95.83,33.33,79.31 q2s/sonar,j48,tbin,Mine,166,42,3,2,69.05,86.36,50.00,65.52 q2s/sonar,nbk,tbin,Mine,166,42,3,2,83.33,95.83,33.33,79.31 q2s/sonar,oneR,tbin,Mine,166,42,3,2,71.43,84.00,47.06,72.41 q2s/sonar,bayes,tbin,Mine,167,41,3,3,80.49,85.71,25.00,78.26 q2s/sonar,j48,tbin,Mine,167,41,3,3,73.17,77.27,31.58,73.91 q2s/sonar,nbk,tbin,Mine,167,41,3,3,80.49,85.71,25.00,78.26 q2s/sonar,oneR,tbin,Mine,167,41,3,3,70.73,73.91,33.33,73.91 q2s/sonar,bayes,tbin,Mine,166,42,3,4,78.57,68.75,15.38,73.33 q2s/sonar,j48,tbin,Mine,166,42,3,4,61.90,47.83,21.05,73.33 q2s/sonar,nbk,tbin,Mine,166,42,3,4,78.57,68.75,15.38,73.33 q2s/sonar,oneR,tbin,Mine,166,42,3,4,61.90,47.37,26.09,60.00 q2s/sonar,bayes,tbin,Mine,167,41,3,5,73.17,60.71,0.00,100.00 q2s/sonar,j48,tbin,Mine,167,41,3,5,56.10,48.28,25.00,82.35 q2s/sonar,nbk,tbin,Mine,167,41,3,5,73.17,60.71,0.00,100.00 q2s/sonar,oneR,tbin,Mine,167,41,3,5,73.17,65.00,19.05,76.47 q2s/sonar,bayes,tbin,Mine,167,41,4,1,73.17,68.18,21.05,78.95 q2s/sonar,j48,tbin,Mine,167,41,4,1,78.05,72.73,15.79,84.21 q2s/sonar,nbk,tbin,Mine,167,41,4,1,73.17,68.18,21.05,78.95 q2s/sonar,oneR,tbin,Mine,167,41,4,1,78.05,70.83,11.76,89.47 q2s/sonar,bayes,tbin,Mine,166,42,4,2,76.19,76.92,25.00,83.33 q2s/sonar,j48,tbin,Mine,166,42,4,2,59.52,66.67,47.62,58.33 q2s/sonar,nbk,tbin,Mine,166,42,4,2,76.19,76.92,25.00,83.33 q2s/sonar,oneR,tbin,Mine,166,42,4,2,64.29,68.00,41.18,70.83 q2s/sonar,bayes,tbin,Mine,167,41,4,3,75.61,76.19,25.00,76.19 q2s/sonar,j48,tbin,Mine,167,41,4,3,65.85,65.22,33.33,71.43 q2s/sonar,nbk,tbin,Mine,167,41,4,3,75.61,76.19,25.00,76.19 q2s/sonar,oneR,tbin,Mine,167,41,4,3,60.98,61.90,40.00,61.90 q2s/sonar,bayes,tbin,Mine,166,42,4,4,80.95,82.61,21.05,82.61 q2s/sonar,j48,tbin,Mine,166,42,4,4,64.29,68.18,40.00,65.22 q2s/sonar,nbk,tbin,Mine,166,42,4,4,80.95,82.61,21.05,82.61 q2s/sonar,oneR,tbin,Mine,166,42,4,4,73.81,71.43,21.43,86.96 q2s/sonar,bayes,tbin,Mine,167,41,4,5,75.61,81.82,31.58,75.00 q2s/sonar,j48,tbin,Mine,167,41,4,5,65.85,75.00,42.86,62.50 q2s/sonar,nbk,tbin,Mine,167,41,4,5,75.61,81.82,31.58,75.00 q2s/sonar,oneR,tbin,Mine,167,41,4,5,65.85,70.83,41.18,70.83 q2s/sonar,bayes,tbin,Mine,167,41,5,1,73.17,70.37,21.43,86.36 q2s/sonar,j48,tbin,Mine,167,41,5,1,68.29,71.43,35.00,68.18 q2s/sonar,nbk,tbin,Mine,167,41,5,1,73.17,70.37,21.43,86.36 q2s/sonar,oneR,tbin,Mine,167,41,5,1,70.73,69.23,26.67,81.82 q2s/sonar,bayes,tbin,Mine,166,42,5,2,64.29,56.52,26.32,72.22 q2s/sonar,j48,tbin,Mine,166,42,5,2,66.67,57.69,18.75,83.33 q2s/sonar,nbk,tbin,Mine,166,42,5,2,64.29,56.52,26.32,72.22 q2s/sonar,oneR,tbin,Mine,166,42,5,2,61.90,54.55,30.00,66.67 q2s/sonar,bayes,tbin,Mine,167,41,5,3,80.49,88.24,25.00,71.43 q2s/sonar,j48,tbin,Mine,167,41,5,3,60.98,66.67,42.31,47.62 q2s/sonar,nbk,tbin,Mine,167,41,5,3,80.49,88.24,25.00,71.43 q2s/sonar,oneR,tbin,Mine,167,41,5,3,73.17,70.83,23.53,80.95 q2s/sonar,bayes,tbin,Mine,166,42,5,4,90.48,100.00,19.05,84.00 q2s/sonar,j48,tbin,Mine,166,42,5,4,69.05,73.08,37.50,76.00 q2s/sonar,nbk,tbin,Mine,166,42,5,4,90.48,100.00,19.05,84.00 q2s/sonar,oneR,tbin,Mine,166,42,5,4,71.43,74.07,33.33,80.00 q2s/sonar,bayes,tbin,Mine,167,41,5,5,78.05,77.78,21.43,87.50 q2s/sonar,j48,tbin,Mine,167,41,5,5,80.49,86.36,26.32,79.17 q2s/sonar,nbk,tbin,Mine,167,41,5,5,78.05,77.78,21.43,87.50 q2s/sonar,oneR,tbin,Mine,167,41,5,5,80.49,78.57,15.38,91.67 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,80.49,80.95,20.00,80.95 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,75.61,76.19,25.00,76.19 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,80.49,80.95,20.00,80.95 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,70.73,71.43,30.00,71.43 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,83.33,83.33,16.67,86.96 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,78.57,81.82,25.00,78.26 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,83.33,83.33,16.67,86.96 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,66.67,68.00,35.29,73.91 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,92.68,95.65,11.11,91.67 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,90.24,100.00,19.05,83.33 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,92.68,95.65,11.11,91.67 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,82.93,86.96,22.22,83.33 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,78.57,70.83,11.11,89.47 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,83.33,77.27,10.00,89.47 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,78.57,70.83,11.11,89.47 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,73.81,65.38,12.50,89.47 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,92.68,92.00,6.25,95.83 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,82.93,84.00,18.75,87.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,92.68,92.00,6.25,95.83 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,85.37,84.62,13.33,91.67 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,1,75.61,78.95,27.27,71.43 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,1,82.93,88.89,21.74,76.19 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,1,75.61,78.95,27.27,71.43 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,1,63.41,63.64,36.84,66.67 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,2,88.10,95.83,22.22,85.19 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,2,73.81,94.44,41.67,62.96 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,2,88.10,95.83,22.22,85.19 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,2,73.81,80.77,37.50,77.78 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,3,90.24,89.47,9.09,89.47 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,3,87.80,81.82,5.26,94.74 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,3,90.24,89.47,9.09,89.47 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,3,75.61,69.57,16.67,84.21 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,4,92.86,88.46,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,4,85.71,84.00,11.76,91.30 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,4,92.86,88.46,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,4,88.10,82.14,0.00,100.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,5,80.49,73.08,6.67,95.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,5,75.61,75.00,23.81,75.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,5,80.49,73.08,6.67,95.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,5,65.85,63.64,31.58,70.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,90.24,95.45,15.79,87.50 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,70.73,73.08,33.33,79.17 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,90.24,95.45,15.79,87.50 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,82.93,90.48,25.00,79.17 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,71.43,61.11,20.83,68.75 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,88.10,82.35,8.00,87.50 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,71.43,61.11,20.83,68.75 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,59.52,47.83,26.32,68.75 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,85.37,82.76,8.33,96.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,75.61,82.61,33.33,76.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,85.37,82.76,8.33,96.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,63.41,67.86,46.15,76.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,83.33,81.48,13.33,91.67 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,76.19,81.82,30.00,75.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,83.33,81.48,13.33,91.67 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,80.95,80.77,18.75,87.50 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,87.80,90.48,15.00,86.36 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,90.24,90.91,10.53,90.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,87.80,90.48,15.00,86.36 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,85.37,86.36,15.79,86.36 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,78.05,80.00,25.00,83.33 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,82.93,84.00,18.75,87.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,78.05,80.00,25.00,83.33 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,75.61,75.00,23.08,87.50 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,85.71,84.62,12.50,91.67 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,83.33,86.96,21.05,83.33 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,85.71,84.62,12.50,91.67 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,76.19,79.17,27.78,79.17 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,85.37,83.33,11.76,90.91 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,82.93,77.78,7.14,95.45 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,85.37,83.33,11.76,90.91 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,82.93,82.61,16.67,86.36 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,83.33,80.00,13.64,84.21 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,71.43,65.22,21.05,78.95 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,83.33,80.00,13.64,84.21 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,71.43,65.22,21.05,78.95 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,90.24,95.00,14.29,86.36 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,82.93,89.47,22.73,77.27 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,90.24,95.00,14.29,86.36 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,75.61,77.27,26.32,77.27 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,85.37,84.62,13.33,91.67 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,78.05,77.78,21.43,87.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,85.37,84.62,13.33,91.67 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,70.73,73.08,33.33,79.17 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,92.86,95.65,10.53,91.67 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,83.33,84.00,17.65,87.50 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,92.86,95.65,10.53,91.67 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,66.67,67.86,35.71,79.17 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,87.80,80.95,5.00,94.44 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,82.93,86.67,19.23,72.22 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,87.80,80.95,5.00,94.44 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,82.93,76.19,10.00,88.89 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,78.57,76.19,19.05,80.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,78.57,73.91,15.79,85.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,78.57,76.19,19.05,80.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,61.90,58.33,33.33,70.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,80.49,83.33,23.53,83.33 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,60.98,72.22,47.83,54.17 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,80.49,83.33,23.53,83.33 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,63.41,68.00,43.75,70.83 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,546,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,1,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,1,1,33.09,25.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,1,2,38.69,0.00,66.67,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,1,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,1,3,33.09,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,1,4,91.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,1,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,1,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,1,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,1,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,1,5,42.65,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,1,36.76,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,2,86.86,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,2,41.61,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,3,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,3,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,3,42.65,40.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,4,89.78,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,4,89.78,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,4,39.42,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,5,34.56,0.00,71.43,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,1,42.65,0.00,77.78,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,2,89.05,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,2,85.40,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,2,89.05,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,2,37.96,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,3,38.24,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,4,36.50,28.57,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,5,87.50,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,5,34.56,0.00,60.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,4,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,4,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,4,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,4,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,4,2,91.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,4,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,4,2,32.85,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,4,3,36.76,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,4,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,4,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,4,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,4,4,39.42,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,4,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,4,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,4,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,4,5,37.50,0.00,57.14,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,1,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,1,86.03,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,1,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,2,87.59,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,2,36.50,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,3,39.71,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,4,94.89,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,4,35.77,22.22,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,5,95.59,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,5,39.71,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,1,40.44,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,2,95.62,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,2,43.07,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,3,34.56,33.33,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,4,88.32,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,4,83.94,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,4,88.32,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,4,37.96,0.00,80.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,5,94.85,100.00,0.00,100.00 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q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,3,40.44,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,3,4,89.78,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,3,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,3,4,89.78,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,3,4,39.42,0.00,60.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,3,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,3,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,5,38.97,28.57,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,1,88.24,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,1,88.24,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,1,35.29,0.00,75.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,2,94.16,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,2,94.16,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,2,94.16,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,2,41.61,33.33,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,3,96.32,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,3,94.12,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,3,96.32,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,3,32.35,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,4,89.78,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,4,89.78,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,4,35.04,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,5,44.12,33.33,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,1,92.65,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,1,37.50,0.00,100.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,2,38.69,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,3,94.85,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 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,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,4,38.69,16.67,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,5,34.56,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,1,34.56,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,2,94.89,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,2,40.15,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,3,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,3,38.97,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,4,97.08,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,4,94.89,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,4,97.08,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,4,40.15,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,5,33.82,28.57,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,1,34.56,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,2,95.62,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,2,95.62,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,2,39.42,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,3,86.76,0.00,0.00,0.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,3,86.03,0.00,0.00,0.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,3,86.76,0.00,0.00,0.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,3,37.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,4,36.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,5,35.29,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,1,94.85,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,1,39.71,0.00,80.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,2,88.32,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,2,88.32,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,2,41.61,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,3,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,3,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,3,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,3,33.82,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,4,41.61,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,5,34.56,16.67,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,136,4,1,87.50,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,136,4,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,136,4,1,87.50,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,136,4,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,544,137,4,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,544,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,544,137,4,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,544,137,4,2,38.69,40.00,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,136,4,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,136,4,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,136,4,3,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,544,137,4,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,544,137,4,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,544,137,4,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,544,137,4,4,37.96,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,135,4,5,94.81,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,135,4,5,90.37,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,135,4,5,94.81,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,135,4,5,36.30,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,1,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,1,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,1,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,2,40.88,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,3,88.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,3,88.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,3,41.18,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,4,32.85,0.00,60.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,5,35.29,28.57,0.00,100.00 /home/donaldb/var/weka/xval.23471 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2549,637,1,1,96.08,96.15,0.66,99.21 q2s/splice,j48,cat,IE,2549,637,1,1,94.35,97.54,3.18,95.97 q2s/splice,nbk,cat,IE,2549,637,1,1,96.08,96.15,0.66,99.21 q2s/splice,oneR,cat,IE,2549,637,1,1,25.12,100.00,44.37,1.56 q2s/splice,bayes,cat,IE,2548,638,1,2,95.30,96.97,4.29,94.81 q2s/splice,j48,cat,IE,2548,638,1,2,94.04,99.19,6.98,91.04 q2s/splice,nbk,cat,IE,2548,638,1,2,95.30,96.97,4.29,94.81 q2s/splice,oneR,cat,IE,2548,638,1,2,25.86,100.00,46.05,0.71 q2s/splice,bayes,cat,IE,2548,638,1,3,95.30,97.14,2.07,98.27 q2s/splice,j48,cat,IE,2548,638,1,3,93.73,98.81,4.43,95.95 q2s/splice,nbk,cat,IE,2548,638,1,3,95.30,97.14,2.07,98.27 q2s/splice,oneR,cat,IE,2548,638,1,3,24.45,100.00,53.31,0.56 q2s/splice,bayes,cat,IE,2548,638,1,4,95.30,98.62,2.05,97.95 q2s/splice,j48,cat,IE,2548,638,1,4,92.79,96.58,4.08,95.92 q2s/splice,nbk,cat,IE,2548,638,1,4,95.30,98.62,2.05,97.95 q2s/splice,oneR,cat,IE,2548,638,1,4,23.67,100.00,50.00,0.66 q2s/splice,bayes,cat,IE,2551,635,1,5,94.49,96.93,2.27,98.14 q2s/splice,j48,cat,IE,2551,635,1,5,93.23,98.68,6.94,93.75 q2s/splice,nbk,cat,IE,2551,635,1,5,94.49,96.93,2.27,98.14 q2s/splice,oneR,cat,IE,2551,635,1,5,22.36,100.00,54.43,1.78 q2s/splice,bayes,cat,IE,2549,637,2,1,94.98,95.24,2.72,97.22 q2s/splice,j48,cat,IE,2549,637,2,1,91.84,95.00,7.14,92.36 q2s/splice,nbk,cat,IE,2549,637,2,1,94.98,95.24,2.72,97.22 q2s/splice,oneR,cat,IE,2549,637,2,1,24.33,100.00,48.83,1.35 q2s/splice,bayes,cat,IE,2548,638,2,2,94.83,96.62,1.95,97.95 q2s/splice,j48,cat,IE,2548,638,2,2,94.51,97.30,6.02,93.51 q2s/splice,nbk,cat,IE,2548,638,2,2,94.83,96.62,1.95,97.95 q2s/splice,oneR,cat,IE,2548,638,2,2,25.39,0.00,49.38,0.00 q2s/splice,bayes,cat,IE,2548,638,2,3,96.08,95.80,1.44,98.56 q2s/splice,j48,cat,IE,2548,638,2,3,94.20,99.24,4.70,94.89 q2s/splice,nbk,cat,IE,2548,638,2,3,96.08,95.80,1.44,98.56 q2s/splice,oneR,cat,IE,2548,638,2,3,23.67,100.00,48.43,2.11 q2s/splice,bayes,cat,IE,2548,638,2,4,95.92,98.71,1.25,98.71 q2s/splice,j48,cat,IE,2548,638,2,4,92.63,100.00,6.98,92.11 q2s/splice,nbk,cat,IE,2548,638,2,4,95.92,98.71,1.25,98.71 q2s/splice,oneR,cat,IE,2548,638,2,4,26.02,100.00,48.76,0.63 q2s/splice,bayes,cat,IE,2551,635,2,5,95.75,98.72,1.49,98.72 q2s/splice,j48,cat,IE,2551,635,2,5,94.02,100.00,2.82,97.40 q2s/splice,nbk,cat,IE,2551,635,2,5,95.75,98.72,1.49,98.72 q2s/splice,oneR,cat,IE,2551,635,2,5,22.05,100.00,53.54,1.24 q2s/splice,bayes,cat,IE,2548,637,3,1,95.29,95.89,4.23,95.89 q2s/splice,j48,cat,IE,2548,637,3,1,92.78,97.14,5.92,93.79 q2s/splice,nbk,cat,IE,2548,637,3,1,95.29,95.89,4.23,95.89 q2s/splice,oneR,cat,IE,2548,637,3,1,23.70,100.00,50.00,1.32 q2s/splice,bayes,cat,IE,2547,638,3,2,95.30,97.35,2.08,98.00 q2s/splice,j48,cat,IE,2547,638,3,2,92.79,97.10,9.43,89.93 q2s/splice,nbk,cat,IE,2547,638,3,2,95.30,97.35,2.08,98.00 q2s/splice,oneR,cat,IE,2547,638,3,2,23.67,100.00,50.99,1.91 q2s/splice,bayes,cat,IE,2547,638,3,3,95.14,97.32,2.01,97.97 q2s/splice,j48,cat,IE,2547,638,3,3,93.42,96.60,4.55,95.30 q2s/splice,nbk,cat,IE,2547,638,3,3,95.14,97.32,2.01,97.97 q2s/splice,oneR,cat,IE,2547,638,3,3,24.45,100.00,49.51,1.31 q2s/splice,bayes,cat,IE,2547,638,3,4,95.61,97.26,0.70,99.30 q2s/splice,j48,cat,IE,2547,638,3,4,93.26,93.33,2.84,97.22 q2s/splice,nbk,cat,IE,2547,638,3,4,95.61,97.26,0.70,99.30 q2s/splice,oneR,cat,IE,2547,638,3,4,23.67,0.00,49.67,0.00 q2s/splice,bayes,cat,IE,2551,634,3,5,95.74,96.86,0.65,99.35 q2s/splice,j48,cat,IE,2551,634,3,5,95.43,100.00,2.50,97.45 q2s/splice,nbk,cat,IE,2551,634,3,5,95.74,96.86,0.65,99.35 q2s/splice,oneR,cat,IE,2551,634,3,5,26.03,100.00,48.73,1.91 q2s/splice,bayes,cat,IE,2551,637,4,1,94.35,97.53,1.44,98.75 q2s/splice,j48,cat,IE,2551,637,4,1,91.68,98.67,6.37,93.67 q2s/splice,nbk,cat,IE,2551,637,4,1,94.35,97.53,1.44,98.75 q2s/splice,oneR,cat,IE,2551,637,4,1,24.18,100.00,51.45,1.84 q2s/splice,bayes,cat,IE,2550,638,4,2,97.18,97.89,1.40,98.58 q2s/splice,j48,cat,IE,2550,638,4,2,95.61,98.50,5.92,93.57 q2s/splice,nbk,cat,IE,2550,638,4,2,97.18,97.89,1.40,98.58 q2s/splice,oneR,cat,IE,2550,638,4,2,22.73,0.00,49.83,0.00 q2s/splice,bayes,cat,IE,2550,638,4,3,96.08,97.26,3.42,96.60 q2s/splice,j48,cat,IE,2550,638,4,3,93.26,96.43,6.58,93.10 q2s/splice,nbk,cat,IE,2550,638,4,3,96.08,97.26,3.42,96.60 q2s/splice,oneR,cat,IE,2550,638,4,3,23.82,100.00,49.66,2.67 q2s/splice,bayes,cat,IE,2550,638,4,4,95.14,95.74,3.27,96.43 q2s/splice,j48,cat,IE,2550,638,4,4,92.63,100.00,10.47,86.96 q2s/splice,nbk,cat,IE,2550,638,4,4,95.14,95.74,3.27,96.43 q2s/splice,oneR,cat,IE,2550,638,4,4,24.61,100.00,48.17,0.68 q2s/splice,bayes,cat,IE,2551,637,4,5,95.13,97.50,0.00,100.00 q2s/splice,j48,cat,IE,2551,637,4,5,94.19,98.06,2.48,97.44 q2s/splice,nbk,cat,IE,2551,637,4,5,95.13,97.50,0.00,100.00 q2s/splice,oneR,cat,IE,2551,637,4,5,26.37,100.00,49.39,1.22 q2s/splice,bayes,cat,IE,2546,637,5,1,95.29,96.00,1.44,98.63 q2s/splice,j48,cat,IE,2546,637,5,1,93.72,97.06,5.41,94.29 q2s/splice,nbk,cat,IE,2546,637,5,1,95.29,96.00,1.44,98.63 q2s/splice,oneR,cat,IE,2546,637,5,1,23.70,100.00,49.31,2.72 q2s/splice,bayes,cat,IE,2545,638,5,2,95.61,97.08,1.32,98.52 q2s/splice,j48,cat,IE,2545,638,5,2,94.04,97.06,4.40,94.96 q2s/splice,nbk,cat,IE,2545,638,5,2,95.61,97.08,1.32,98.52 q2s/splice,oneR,cat,IE,2545,638,5,2,25.08,100.00,46.64,0.71 q2s/splice,bayes,cat,IE,2545,638,5,3,94.98,98.16,1.96,98.16 q2s/splice,j48,cat,IE,2545,638,5,3,92.79,98.74,5.59,94.58 q2s/splice,nbk,cat,IE,2545,638,5,3,94.98,98.16,1.96,98.16 q2s/splice,oneR,cat,IE,2545,638,5,3,25.55,100.00,51.37,1.74 q2s/splice,bayes,cat,IE,2545,638,5,4,95.92,97.89,2.08,97.89 q2s/splice,j48,cat,IE,2545,638,5,4,95.61,97.90,2.08,97.90 q2s/splice,nbk,cat,IE,2545,638,5,4,95.92,97.89,2.08,97.89 q2s/splice,oneR,cat,IE,2545,638,5,4,23.82,100.00,48.98,1.37 q2s/splice,bayes,cat,IE,2551,632,5,5,95.09,96.13,2.80,97.39 q2s/splice,j48,cat,IE,2551,632,5,5,94.62,98.66,5.92,94.23 q2s/splice,nbk,cat,IE,2551,632,5,5,95.09,96.13,2.80,97.39 q2s/splice,oneR,cat,IE,2551,632,5,5,23.26,0.00,52.12,0.00 q2s/splice,bayes,disctree,IE,2550,637,1,1,95.13,98.06,2.48,97.44 q2s/splice,j48,disctree,IE,2550,637,1,1,92.15,100.00,13.98,83.33 q2s/splice,nbk,disctree,IE,2550,637,1,1,95.13,98.06,2.48,97.44 q2s/splice,oneR,disctree,IE,2550,637,1,1,26.22,100.00,49.38,2.45 q2s/splice,bayes,disctree,IE,2549,638,1,2,95.77,96.23,3.70,96.84 q2s/splice,j48,disctree,IE,2549,638,1,2,95.14,99.32,5.56,94.81 q2s/splice,nbk,disctree,IE,2549,638,1,2,95.77,96.23,3.70,96.84 q2s/splice,oneR,disctree,IE,2549,638,1,2,21.94,100.00,53.20,0.63 q2s/splice,bayes,disctree,IE,2549,638,1,3,94.04,96.18,0.71,99.34 q2s/splice,j48,disctree,IE,2549,638,1,3,93.42,98.68,3.90,96.15 q2s/splice,nbk,disctree,IE,2549,638,1,3,94.04,96.18,0.71,99.34 q2s/splice,oneR,disctree,IE,2549,638,1,3,24.29,100.00,50.96,0.62 q2s/splice,bayes,disctree,IE,2549,638,1,4,96.08,98.43,1.39,98.43 q2s/splice,j48,disctree,IE,2549,638,1,4,93.73,98.39,5.30,93.85 q2s/splice,nbk,disctree,IE,2549,638,1,4,96.08,98.43,1.39,98.43 q2s/splice,oneR,disctree,IE,2549,638,1,4,23.04,100.00,47.10,0.76 q2s/splice,bayes,disctree,IE,2551,636,1,5,95.60,97.37,1.32,98.67 q2s/splice,j48,disctree,IE,2551,636,1,5,93.24,94.16,3.25,96.67 q2s/splice,nbk,disctree,IE,2551,636,1,5,95.60,97.37,1.32,98.67 q2s/splice,oneR,disctree,IE,2551,636,1,5,25.94,100.00,48.24,1.95 q2s/splice,bayes,disctree,IE,2547,637,2,1,95.13,95.59,3.01,97.01 q2s/splice,j48,disctree,IE,2547,637,2,1,93.56,99.20,7.89,91.18 q2s/splice,nbk,disctree,IE,2547,637,2,1,95.13,95.59,3.01,97.01 q2s/splice,oneR,disctree,IE,2547,637,2,1,23.08,100.00,48.58,1.44 q2s/splice,bayes,disctree,IE,2546,638,2,2,94.98,96.97,2.01,98.16 q2s/splice,j48,disctree,IE,2546,638,2,2,92.32,96.75,6.96,93.12 q2s/splice,nbk,disctree,IE,2546,638,2,2,94.98,96.97,2.01,98.16 q2s/splice,oneR,disctree,IE,2546,638,2,2,24.61,100.00,52.31,1.16 q2s/splice,bayes,disctree,IE,2546,638,2,3,96.24,100.00,0.69,99.35 q2s/splice,j48,disctree,IE,2546,638,2,3,94.98,99.32,6.54,93.55 q2s/splice,nbk,disctree,IE,2546,638,2,3,96.24,100.00,0.69,99.35 q2s/splice,oneR,disctree,IE,2546,638,2,3,23.04,100.00,51.99,1.26 q2s/splice,bayes,disctree,IE,2546,638,2,4,95.61,96.18,1.37,98.69 q2s/splice,j48,disctree,IE,2546,638,2,4,95.45,98.65,3.80,96.05 q2s/splice,nbk,disctree,IE,2546,638,2,4,95.61,96.18,1.37,98.69 q2s/splice,oneR,disctree,IE,2546,638,2,4,24.76,100.00,49.84,1.91 q2s/splice,bayes,disctree,IE,2551,633,2,5,95.73,96.43,2.53,97.12 q2s/splice,j48,disctree,IE,2551,633,2,5,92.10,94.85,4.43,94.85 q2s/splice,nbk,disctree,IE,2551,633,2,5,95.73,96.43,2.53,97.12 q2s/splice,oneR,disctree,IE,2551,633,2,5,25.91,100.00,46.03,0.71 q2s/splice,bayes,disctree,IE,2547,637,3,1,95.29,96.71,0.73,99.32 q2s/splice,j48,disctree,IE,2547,637,3,1,93.72,97.93,5.33,94.67 q2s/splice,nbk,disctree,IE,2547,637,3,1,95.29,96.71,0.73,99.32 q2s/splice,oneR,disctree,IE,2547,637,3,1,23.23,100.00,51.00,0.65 q2s/splice,bayes,disctree,IE,2546,638,3,2,96.55,99.36,1.44,98.73 q2s/splice,j48,disctree,IE,2546,638,3,2,93.73,98.58,8.55,91.45 q2s/splice,nbk,disctree,IE,2546,638,3,2,96.55,99.36,1.44,98.73 q2s/splice,oneR,disctree,IE,2546,638,3,2,22.73,100.00,52.81,1.23 q2s/splice,bayes,disctree,IE,2546,638,3,3,95.14,96.55,1.97,97.90 q2s/splice,j48,disctree,IE,2546,638,3,3,93.73,99.25,4.43,95.00 q2s/splice,nbk,disctree,IE,2546,638,3,3,95.14,96.55,1.97,97.90 q2s/splice,oneR,disctree,IE,2546,638,3,3,24.76,0.00,48.20,0.00 q2s/splice,bayes,disctree,IE,2546,638,3,4,95.61,95.83,1.16,98.57 q2s/splice,j48,disctree,IE,2546,638,3,4,94.36,94.93,5.46,92.91 q2s/splice,nbk,disctree,IE,2546,638,3,4,95.61,95.83,1.16,98.57 q2s/splice,oneR,disctree,IE,2546,638,3,4,29.15,100.00,43.52,2.08 q2s/splice,bayes,disctree,IE,2551,633,3,5,94.79,97.32,3.10,97.32 q2s/splice,j48,disctree,IE,2551,633,3,5,92.26,97.96,7.91,92.90 q2s/splice,nbk,disctree,IE,2551,633,3,5,94.79,97.32,3.10,97.32 q2s/splice,oneR,disctree,IE,2551,633,3,5,21.17,100.00,54.33,1.26 q2s/splice,bayes,disctree,IE,2548,637,4,1,94.98,97.97,1.97,97.97 q2s/splice,j48,disctree,IE,2548,637,4,1,94.82,98.65,2.56,97.33 q2s/splice,nbk,disctree,IE,2548,637,4,1,94.98,97.97,1.97,97.97 q2s/splice,oneR,disctree,IE,2548,637,4,1,24.96,100.00,49.19,1.30 q2s/splice,bayes,disctree,IE,2547,638,4,2,94.83,95.09,3.55,96.88 q2s/splice,j48,disctree,IE,2547,638,4,2,92.16,96.13,6.76,93.71 q2s/splice,nbk,disctree,IE,2547,638,4,2,94.83,95.09,3.55,96.88 q2s/splice,oneR,disctree,IE,2547,638,4,2,23.67,100.00,52.23,0.61 q2s/splice,bayes,disctree,IE,2547,638,4,3,96.08,97.86,3.18,96.48 q2s/splice,j48,disctree,IE,2547,638,4,3,94.36,99.25,5.56,93.66 q2s/splice,nbk,disctree,IE,2547,638,4,3,96.08,97.86,3.18,96.48 q2s/splice,oneR,disctree,IE,2547,638,4,3,24.92,100.00,47.68,0.69 q2s/splice,bayes,disctree,IE,2547,638,4,4,95.14,97.22,2.10,97.90 q2s/splice,j48,disctree,IE,2547,638,4,4,91.22,100.00,12.50,84.89 q2s/splice,nbk,disctree,IE,2547,638,4,4,95.14,97.22,2.10,97.90 q2s/splice,oneR,disctree,IE,2547,638,4,4,23.98,100.00,49.16,0.68 q2s/splice,bayes,disctree,IE,2551,634,4,5,95.74,96.71,0.71,99.32 q2s/splice,j48,disctree,IE,2551,634,4,5,94.79,97.32,2.05,97.97 q2s/splice,nbk,disctree,IE,2551,634,4,5,95.74,96.71,0.71,99.32 q2s/splice,oneR,disctree,IE,2551,634,4,5,23.82,100.00,50.34,1.96 q2s/splice,bayes,disctree,IE,2548,637,5,1,95.60,97.99,0.65,99.32 q2s/splice,j48,disctree,IE,2548,637,5,1,93.88,98.54,3.09,96.43 q2s/splice,nbk,disctree,IE,2548,637,5,1,95.60,97.99,0.65,99.32 q2s/splice,oneR,disctree,IE,2548,637,5,1,25.43,100.00,48.88,1.29 q2s/splice,bayes,disctree,IE,2547,638,5,2,95.45,95.60,2.80,97.44 q2s/splice,j48,disctree,IE,2547,638,5,2,93.89,97.44,2.78,97.44 q2s/splice,nbk,disctree,IE,2547,638,5,2,95.45,95.60,2.80,97.44 q2s/splice,oneR,disctree,IE,2547,638,5,2,23.67,100.00,51.15,1.27 q2s/splice,bayes,disctree,IE,2547,638,5,3,94.83,96.99,3.40,96.27 q2s/splice,j48,disctree,IE,2547,638,5,3,92.63,96.12,5.96,93.23 q2s/splice,nbk,disctree,IE,2547,638,5,3,94.83,96.99,3.40,96.27 q2s/splice,oneR,disctree,IE,2547,638,5,3,24.14,100.00,47.40,1.44 q2s/splice,bayes,disctree,IE,2547,638,5,4,94.98,98.09,1.40,98.72 q2s/splice,j48,disctree,IE,2547,638,5,4,92.79,97.33,7.33,92.99 q2s/splice,nbk,disctree,IE,2547,638,5,4,94.98,98.09,1.40,98.72 q2s/splice,oneR,disctree,IE,2547,638,5,4,23.82,100.00,51.79,2.45 q2s/splice,bayes,disctree,IE,2551,634,5,5,96.53,98.05,1.36,98.69 q2s/splice,j48,disctree,IE,2551,634,5,5,95.74,99.33,2.56,97.37 q2s/splice,nbk,disctree,IE,2551,634,5,5,96.53,98.05,1.36,98.69 q2s/splice,oneR,disctree,IE,2551,634,5,5,24.76,100.00,49.35,1.31 q2s/splice,bayes,tbin,IE,2550,637,1,1,95.45,97.76,0.68,99.24 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q2s/splice,j48,tbin,IE,2545,638,4,2,93.10,94.20,5.10,94.20 q2s/splice,nbk,tbin,IE,2545,638,4,2,95.14,96.48,3.21,96.48 q2s/splice,oneR,tbin,IE,2545,638,4,2,25.71,100.00,47.04,2.05 q2s/splice,bayes,tbin,IE,2545,638,4,3,95.92,96.49,1.54,98.80 q2s/splice,j48,tbin,IE,2545,638,4,3,94.04,98.12,4.38,96.32 q2s/splice,nbk,tbin,IE,2545,638,4,3,95.92,96.49,1.54,98.80 q2s/splice,oneR,tbin,IE,2545,638,4,3,22.26,100.00,55.19,2.30 q2s/splice,bayes,tbin,IE,2545,638,4,4,96.08,96.38,1.34,98.52 q2s/splice,j48,tbin,IE,2545,638,4,4,94.04,96.95,5.10,94.07 q2s/splice,nbk,tbin,IE,2545,638,4,4,96.08,96.38,1.34,98.52 q2s/splice,oneR,tbin,IE,2545,638,4,4,24.76,100.00,46.42,0.73 q2s/splice,bayes,tbin,IE,2551,632,4,5,94.30,96.69,0.71,99.32 q2s/splice,j48,tbin,IE,2551,632,4,5,91.14,100.00,10.12,88.51 q2s/splice,nbk,tbin,IE,2551,632,4,5,94.30,96.69,0.71,99.32 q2s/splice,oneR,tbin,IE,2551,632,4,5,24.05,100.00,50.17,0.65 q2s/splice,bayes,tbin,IE,2552,637,5,1,95.29,97.04,0.00,100.00 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q2s/splice,j48,tbin,IE,2551,638,5,5,92.01,98.46,6.88,92.09 q2s/splice,nbk,tbin,IE,2551,638,5,5,95.77,95.80,2.01,97.86 q2s/splice,oneR,tbin,IE,2551,638,5,5,24.92,100.00,48.00,2.04 q2s/splice,bayes,fayyadIrani,IE,2545,637,1,1,95.92,97.35,0.66,99.32 q2s/splice,j48,fayyadIrani,IE,2545,637,1,1,94.66,100.00,7.19,92.00 q2s/splice,nbk,fayyadIrani,IE,2545,637,1,1,95.92,97.35,0.66,99.32 q2s/splice,oneR,fayyadIrani,IE,2545,637,1,1,24.80,100.00,49.35,1.30 q2s/splice,bayes,fayyadIrani,IE,2544,638,1,2,95.92,97.10,1.80,97.81 q2s/splice,j48,fayyadIrani,IE,2544,638,1,2,93.10,96.97,5.14,93.43 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,2,95.92,97.10,1.80,97.81 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,2,28.06,100.00,43.69,3.57 q2s/splice,bayes,fayyadIrani,IE,2544,638,1,3,94.51,96.08,4.26,96.08 q2s/splice,j48,fayyadIrani,IE,2544,638,1,3,92.79,97.30,6.16,94.12 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,3,94.51,96.08,4.26,96.08 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,3,23.20,100.00,51.50,1.27 q2s/splice,bayes,fayyadIrani,IE,2544,638,1,4,95.45,97.40,2.88,97.40 q2s/splice,j48,fayyadIrani,IE,2544,638,1,4,94.98,98.04,5.04,95.54 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,4,95.45,97.40,2.88,97.40 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,4,22.26,100.00,53.16,0.62 q2s/splice,bayes,fayyadIrani,IE,2551,631,1,5,95.09,97.37,1.47,98.67 q2s/splice,j48,fayyadIrani,IE,2551,631,1,5,94.14,98.63,2.08,97.96 q2s/splice,nbk,fayyadIrani,IE,2551,631,1,5,95.09,97.37,1.47,98.67 q2s/splice,oneR,fayyadIrani,IE,2551,631,1,5,23.45,100.00,51.17,1.29 q2s/splice,bayes,fayyadIrani,IE,2549,637,2,1,95.29,95.97,1.24,98.62 q2s/splice,j48,fayyadIrani,IE,2549,637,2,1,94.19,95.30,4.19,95.30 q2s/splice,nbk,fayyadIrani,IE,2549,637,2,1,95.29,95.97,1.24,98.62 q2s/splice,oneR,fayyadIrani,IE,2549,637,2,1,27.47,100.00,46.58,1.96 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,2,95.30,96.90,0.78,99.21 q2s/splice,j48,fayyadIrani,IE,2548,638,2,2,93.73,100.00,8.28,90.55 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,2,95.30,96.90,0.78,99.21 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,2,21.00,0.00,48.85,0.00 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,3,96.39,96.99,1.34,98.77 q2s/splice,j48,fayyadIrani,IE,2548,638,2,3,94.20,98.68,6.92,93.17 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,3,96.39,96.99,1.34,98.77 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,3,24.45,100.00,52.02,1.18 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,4,95.14,96.08,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2548,638,2,4,94.67,96.00,3.14,96.64 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,4,95.14,96.08,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,4,25.39,100.00,48.05,1.33 q2s/splice,bayes,fayyadIrani,IE,2551,635,2,5,95.28,98.72,6.16,94.48 q2s/splice,j48,fayyadIrani,IE,2551,635,2,5,93.39,100.00,7.74,92.45 q2s/splice,nbk,fayyadIrani,IE,2551,635,2,5,95.28,98.72,6.16,94.48 q2s/splice,oneR,fayyadIrani,IE,2551,635,2,5,23.31,100.00,53.07,1.80 q2s/splice,bayes,fayyadIrani,IE,2547,637,3,1,94.82,95.39,1.49,98.64 q2s/splice,j48,fayyadIrani,IE,2547,637,3,1,93.41,96.00,2.92,97.30 q2s/splice,nbk,fayyadIrani,IE,2547,637,3,1,94.82,95.39,1.49,98.64 q2s/splice,oneR,fayyadIrani,IE,2547,637,3,1,22.45,100.00,51.70,0.65 q2s/splice,bayes,fayyadIrani,IE,2546,638,3,2,96.24,98.71,0.76,99.35 q2s/splice,j48,fayyadIrani,IE,2546,638,3,2,94.04,100.00,3.62,96.71 q2s/splice,nbk,fayyadIrani,IE,2546,638,3,2,96.24,98.71,0.76,99.35 q2s/splice,oneR,fayyadIrani,IE,2546,638,3,2,22.10,100.00,52.90,1.90 q2s/splice,bayes,fayyadIrani,IE,2546,638,3,3,94.04,98.73,1.31,98.73 q2s/splice,j48,fayyadIrani,IE,2546,638,3,3,94.67,98.09,3.64,96.25 q2s/splice,nbk,fayyadIrani,IE,2546,638,3,3,94.04,98.73,1.31,98.73 q2s/splice,oneR,fayyadIrani,IE,2546,638,3,3,25.55,100.00,50.15,0.61 q2s/splice,bayes,fayyadIrani,IE,2546,638,3,4,96.24,93.75,1.97,97.83 q2s/splice,j48,fayyadIrani,IE,2546,638,3,4,93.57,94.81,5.06,94.12 q2s/splice,nbk,fayyadIrani,IE,2546,638,3,4,96.24,93.75,1.97,97.83 q2s/splice,oneR,fayyadIrani,IE,2546,638,3,4,25.24,100.00,46.49,0.71 q2s/splice,bayes,fayyadIrani,IE,2551,633,3,5,94.79,97.26,2.58,97.26 q2s/splice,j48,fayyadIrani,IE,2551,633,3,5,93.68,98.51,9.20,89.19 q2s/splice,nbk,fayyadIrani,IE,2551,633,3,5,94.79,97.26,2.58,97.26 q2s/splice,oneR,fayyadIrani,IE,2551,633,3,5,26.07,100.00,47.76,1.32 q2s/splice,bayes,fayyadIrani,IE,2548,637,4,1,97.17,99.30,1.27,98.60 q2s/splice,j48,fayyadIrani,IE,2548,637,4,1,94.51,99.25,4.88,94.33 q2s/splice,nbk,fayyadIrani,IE,2548,637,4,1,97.17,99.30,1.27,98.60 q2s/splice,oneR,fayyadIrani,IE,2548,637,4,1,25.12,100.00,48.03,1.35 q2s/splice,bayes,fayyadIrani,IE,2547,638,4,2,96.24,97.89,1.90,97.89 q2s/splice,j48,fayyadIrani,IE,2547,638,4,2,93.57,97.10,6.67,92.41 q2s/splice,nbk,fayyadIrani,IE,2547,638,4,2,96.24,97.89,1.90,97.89 q2s/splice,oneR,fayyadIrani,IE,2547,638,4,2,25.71,100.00,47.39,2.03 q2s/splice,bayes,fayyadIrani,IE,2547,638,4,3,94.20,95.80,2.19,97.86 q2s/splice,j48,fayyadIrani,IE,2547,638,4,3,93.42,97.78,5.33,94.29 q2s/splice,nbk,fayyadIrani,IE,2547,638,4,3,94.20,95.80,2.19,97.86 q2s/splice,oneR,fayyadIrani,IE,2547,638,4,3,23.20,100.00,49.48,0.69 q2s/splice,bayes,fayyadIrani,IE,2547,638,4,4,95.14,97.58,3.15,97.58 q2s/splice,j48,fayyadIrani,IE,2547,638,4,4,94.36,99.36,4.51,96.30 q2s/splice,nbk,fayyadIrani,IE,2547,638,4,4,95.14,97.58,3.15,97.58 q2s/splice,oneR,fayyadIrani,IE,2547,638,4,4,21.00,100.00,55.85,1.18 q2s/splice,bayes,fayyadIrani,IE,2551,634,4,5,94.01,94.84,2.60,97.35 q2s/splice,j48,fayyadIrani,IE,2551,634,4,5,93.85,96.62,4.76,94.70 q2s/splice,nbk,fayyadIrani,IE,2551,634,4,5,94.01,94.84,2.60,97.35 q2s/splice,oneR,fayyadIrani,IE,2551,634,4,5,26.66,100.00,47.81,1.29 q2s/splice,bayes,fayyadIrani,IE,2545,637,5,1,94.19,97.42,2.14,98.05 q2s/splice,j48,fayyadIrani,IE,2545,637,5,1,92.94,100.00,4.58,95.45 q2s/splice,nbk,fayyadIrani,IE,2545,637,5,1,94.19,97.42,2.14,98.05 q2s/splice,oneR,fayyadIrani,IE,2545,637,5,1,23.70,100.00,51.78,1.23 q2s/splice,bayes,fayyadIrani,IE,2544,638,5,2,94.83,99.23,1.99,97.73 q2s/splice,j48,fayyadIrani,IE,2544,638,5,2,95.14,98.51,2.60,97.06 q2s/splice,nbk,fayyadIrani,IE,2544,638,5,2,94.83,99.23,1.99,97.73 q2s/splice,oneR,fayyadIrani,IE,2544,638,5,2,24.61,100.00,46.74,1.45 q2s/splice,bayes,fayyadIrani,IE,2544,638,5,3,94.83,94.63,1.27,98.60 q2s/splice,j48,fayyadIrani,IE,2544,638,5,3,94.04,96.50,5.29,93.88 q2s/splice,nbk,fayyadIrani,IE,2544,638,5,3,94.83,94.63,1.27,98.60 q2s/splice,oneR,fayyadIrani,IE,2544,638,5,3,26.96,100.00,46.23,0.68 q2s/splice,bayes,fayyadIrani,IE,2544,638,5,4,96.87,96.71,1.31,98.66 q2s/splice,j48,fayyadIrani,IE,2544,638,5,4,94.98,97.90,5.56,93.96 q2s/splice,nbk,fayyadIrani,IE,2544,638,5,4,96.87,96.71,1.31,98.66 q2s/splice,oneR,fayyadIrani,IE,2544,638,5,4,25.39,100.00,48.22,1.32 q2s/splice,bayes,fayyadIrani,IE,2551,631,5,5,95.40,96.34,2.40,98.14 q2s/splice,j48,fayyadIrani,IE,2551,631,5,5,93.03,99.32,8.09,92.99 q2s/splice,nbk,fayyadIrani,IE,2551,631,5,5,95.40,96.34,2.40,98.14 q2s/splice,oneR,fayyadIrani,IE,2551,631,5,5,20.92,100.00,55.82,1.81 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/vote,bayes,cat,republican,349,86,1,1,90.70,90.91,9.43,85.71 t2z/vote,j48,cat,republican,349,86,1,1,97.67,100.00,3.77,94.29 t2z/vote,nbk,cat,republican,349,86,1,1,90.70,90.91,9.43,85.71 t2z/vote,oneR,cat,republican,349,86,1,1,96.51,97.06,3.85,94.29 t2z/vote,bayes,cat,republican,348,87,1,2,90.80,85.37,4.35,94.59 t2z/vote,j48,cat,republican,348,87,1,2,96.55,97.22,3.92,94.59 t2z/vote,nbk,cat,republican,348,87,1,2,90.80,85.37,4.35,94.59 t2z/vote,oneR,cat,republican,348,87,1,2,96.55,94.74,2.04,97.30 t2z/vote,bayes,cat,republican,348,87,1,3,88.51,75.68,2.00,96.55 t2z/vote,j48,cat,republican,348,87,1,3,97.70,96.55,1.72,96.55 t2z/vote,nbk,cat,republican,348,87,1,3,88.51,75.68,2.00,96.55 t2z/vote,oneR,cat,republican,348,87,1,3,94.25,87.50,1.82,96.55 t2z/vote,bayes,cat,republican,348,87,1,4,93.10,88.89,3.92,94.12 t2z/vote,j48,cat,republican,348,87,1,4,98.85,97.14,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,1,4,93.10,88.89,3.92,94.12 t2z/vote,oneR,cat,republican,348,87,1,4,97.70,94.44,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,5,87.36,78.38,6.00,90.62 t2z/vote,j48,cat,republican,348,87,1,5,93.10,90.62,5.45,90.62 t2z/vote,nbk,cat,republican,348,87,1,5,87.36,78.38,6.00,90.62 t2z/vote,oneR,cat,republican,348,87,1,5,93.10,86.11,1.96,96.88 t2z/vote,bayes,cat,republican,349,86,2,1,91.86,88.89,6.00,91.43 t2z/vote,j48,cat,republican,349,86,2,1,95.35,94.29,3.92,94.29 t2z/vote,nbk,cat,republican,349,86,2,1,91.86,88.89,6.00,91.43 t2z/vote,oneR,cat,republican,349,86,2,1,96.51,94.44,2.00,97.14 t2z/vote,bayes,cat,republican,348,87,2,2,90.80,81.25,3.64,92.86 t2z/vote,j48,cat,republican,348,87,2,2,98.85,96.55,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,2,2,90.80,81.25,3.64,92.86 t2z/vote,oneR,cat,republican,348,87,2,2,95.40,87.50,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,3,93.10,94.29,7.69,89.19 t2z/vote,j48,cat,republican,348,87,2,3,97.70,100.00,3.85,94.59 t2z/vote,nbk,cat,republican,348,87,2,3,93.10,94.29,7.69,89.19 t2z/vote,oneR,cat,republican,348,87,2,3,96.55,97.22,3.92,94.59 t2z/vote,bayes,cat,republican,348,87,2,4,83.91,74.36,8.33,87.88 t2z/vote,j48,cat,republican,348,87,2,4,94.25,93.75,5.45,90.91 t2z/vote,nbk,cat,republican,348,87,2,4,83.91,74.36,8.33,87.88 t2z/vote,oneR,cat,republican,348,87,2,4,93.10,86.49,2.00,96.97 t2z/vote,bayes,cat,republican,348,87,2,5,89.66,80.95,2.22,97.14 t2z/vote,j48,cat,republican,348,87,2,5,97.70,97.14,1.92,97.14 t2z/vote,nbk,cat,republican,348,87,2,5,89.66,80.95,2.22,97.14 t2z/vote,oneR,cat,republican,348,87,2,5,96.55,94.44,1.96,97.14 t2z/vote,bayes,cat,republican,349,86,3,1,89.53,82.50,4.35,94.29 t2z/vote,j48,cat,republican,349,86,3,1,97.67,94.59,0.00,100.00 t2z/vote,nbk,cat,republican,349,86,3,1,89.53,82.50,4.35,94.29 t2z/vote,oneR,cat,republican,349,86,3,1,95.35,89.74,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,2,90.80,80.65,3.57,92.59 t2z/vote,j48,cat,republican,348,87,3,2,98.85,100.00,1.64,96.30 t2z/vote,nbk,cat,republican,348,87,3,2,90.80,80.65,3.57,92.59 t2z/vote,oneR,cat,republican,348,87,3,2,97.70,93.10,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,3,91.95,87.50,4.26,94.59 t2z/vote,j48,cat,republican,348,87,3,3,96.55,94.74,2.04,97.30 t2z/vote,nbk,cat,republican,348,87,3,3,91.95,87.50,4.26,94.59 t2z/vote,oneR,cat,republican,348,87,3,3,94.25,90.00,2.13,97.30 t2z/vote,bayes,cat,republican,348,87,3,4,87.36,83.33,10.53,80.65 t2z/vote,j48,cat,republican,348,87,3,4,95.40,100.00,6.67,87.10 t2z/vote,nbk,cat,republican,348,87,3,4,87.36,83.33,10.53,80.65 t2z/vote,oneR,cat,republican,348,87,3,4,96.55,96.67,3.51,93.55 t2z/vote,bayes,cat,republican,348,87,3,5,91.95,85.71,2.22,97.30 t2z/vote,j48,cat,republican,348,87,3,5,96.55,94.74,2.04,97.30 t2z/vote,nbk,cat,republican,348,87,3,5,91.95,85.71,2.22,97.30 t2z/vote,oneR,cat,republican,348,87,3,5,95.40,92.31,2.08,97.30 t2z/vote,bayes,cat,republican,349,86,4,1,88.37,85.71,9.80,85.71 t2z/vote,j48,cat,republican,349,86,4,1,97.67,100.00,3.77,94.29 t2z/vote,nbk,cat,republican,349,86,4,1,88.37,85.71,9.80,85.71 t2z/vote,oneR,cat,republican,349,86,4,1,98.84,97.22,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,2,87.36,75.00,3.92,93.10 t2z/vote,j48,cat,republican,348,87,4,2,96.55,93.33,1.75,96.55 t2z/vote,nbk,cat,republican,348,87,4,2,87.36,75.00,3.92,93.10 t2z/vote,oneR,cat,republican,348,87,4,2,93.10,84.85,1.85,96.55 t2z/vote,bayes,cat,republican,348,87,4,3,95.40,91.18,1.89,96.88 t2z/vote,j48,cat,republican,348,87,4,3,97.70,100.00,3.51,93.75 t2z/vote,nbk,cat,republican,348,87,4,3,95.40,91.18,1.89,96.88 t2z/vote,oneR,cat,republican,348,87,4,3,97.70,96.88,1.82,96.88 t2z/vote,bayes,cat,republican,348,87,4,4,90.80,86.84,6.12,91.67 t2z/vote,j48,cat,republican,348,87,4,4,93.10,89.47,4.08,94.44 t2z/vote,nbk,cat,republican,348,87,4,4,90.80,86.84,6.12,91.67 t2z/vote,oneR,cat,republican,348,87,4,4,93.10,89.47,4.08,94.44 t2z/vote,bayes,cat,republican,348,87,4,5,88.51,82.05,6.25,91.43 t2z/vote,j48,cat,republican,348,87,4,5,97.70,97.14,1.92,97.14 t2z/vote,nbk,cat,republican,348,87,4,5,88.51,82.05,6.25,91.43 t2z/vote,oneR,cat,republican,348,87,4,5,95.40,91.89,2.00,97.14 t2z/vote,bayes,cat,republican,349,86,5,1,87.21,82.05,8.51,88.89 t2z/vote,j48,cat,republican,349,86,5,1,95.35,94.44,4.00,94.44 t2z/vote,nbk,cat,republican,349,86,5,1,87.21,82.05,8.51,88.89 t2z/vote,oneR,cat,republican,349,86,5,1,95.35,90.00,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,2,91.95,80.00,3.23,90.91 t2z/vote,j48,cat,republican,348,87,5,2,98.85,100.00,1.52,95.45 t2z/vote,nbk,cat,republican,348,87,5,2,91.95,80.00,3.23,90.91 t2z/vote,oneR,cat,republican,348,87,5,2,97.70,95.45,1.54,95.45 t2z/vote,bayes,cat,republican,348,87,5,3,87.36,86.05,11.36,88.10 t2z/vote,j48,cat,republican,348,87,5,3,95.40,95.24,4.44,95.24 t2z/vote,nbk,cat,republican,348,87,5,3,87.36,86.05,11.36,88.10 t2z/vote,oneR,cat,republican,348,87,5,3,94.25,93.02,4.55,95.24 t2z/vote,bayes,cat,republican,348,87,5,4,90.80,81.82,0.00,100.00 t2z/vote,j48,cat,republican,348,87,5,4,93.10,87.50,2.13,97.22 t2z/vote,nbk,cat,republican,348,87,5,4,90.80,81.82,0.00,100.00 t2z/vote,oneR,cat,republican,348,87,5,4,93.10,87.50,2.13,97.22 t2z/vote,bayes,cat,republican,348,87,5,5,93.10,90.62,5.45,90.62 t2z/vote,j48,cat,republican,348,87,5,5,96.55,96.77,3.57,93.75 t2z/vote,nbk,cat,republican,348,87,5,5,93.10,90.62,5.45,90.62 t2z/vote,oneR,cat,republican,348,87,5,5,97.70,96.88,1.82,96.88 t2z/vote,bayes,disctree,republican,348,86,1,1,93.02,88.57,3.92,93.94 t2z/vote,j48,disctree,republican,348,86,1,1,98.84,100.00,1.85,96.97 t2z/vote,nbk,disctree,republican,348,86,1,1,93.02,88.57,3.92,93.94 t2z/vote,oneR,disctree,republican,348,86,1,1,97.67,94.29,0.00,100.00 t2z/vote,bayes,disctree,republican,347,87,1,2,89.66,87.50,8.51,89.74 t2z/vote,j48,disctree,republican,347,87,1,2,97.70,97.44,2.08,97.44 t2z/vote,nbk,disctree,republican,347,87,1,2,89.66,87.50,8.51,89.74 t2z/vote,oneR,disctree,republican,347,87,1,2,96.55,95.00,2.13,97.44 t2z/vote,bayes,disctree,republican,347,87,1,3,89.66,82.05,4.17,94.12 t2z/vote,j48,disctree,republican,347,87,1,3,96.55,94.29,1.92,97.06 t2z/vote,nbk,disctree,republican,347,87,1,3,89.66,82.05,4.17,94.12 t2z/vote,oneR,disctree,republican,347,87,1,3,97.70,94.44,0.00,100.00 t2z/vote,bayes,disctree,republican,347,87,1,4,89.66,78.95,2.04,96.77 t2z/vote,j48,disctree,republican,347,87,1,4,94.25,93.33,5.26,90.32 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t2z/waveform-5000,oneR,fayyadIrani,1,3999,987,4,5,57.65,58.02,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3991,999,5,1,79.68,78.77,1.46,99.04 t2z/waveform-5000,j48,fayyadIrani,1,3991,999,5,1,76.58,83.12,11.53,88.28 t2z/waveform-5000,nbk,fayyadIrani,1,3991,999,5,1,79.68,78.77,1.46,99.04 t2z/waveform-5000,oneR,fayyadIrani,1,3991,999,5,1,53.15,66.41,60.00,88.85 t2z/waveform-5000,bayes,fayyadIrani,1,3990,1000,5,2,81.30,82.91,2.22,98.78 t2z/waveform-5000,j48,fayyadIrani,1,3990,1000,5,2,75.20,84.87,13.10,89.66 t2z/waveform-5000,nbk,fayyadIrani,1,3990,1000,5,2,81.30,82.91,2.22,98.78 t2z/waveform-5000,oneR,fayyadIrani,1,3990,1000,5,2,56.90,59.07,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3990,1000,5,3,81.30,81.18,1.12,99.31 t2z/waveform-5000,j48,fayyadIrani,1,3990,1000,5,3,76.90,81.94,15.25,84.59 t2z/waveform-5000,nbk,fayyadIrani,1,3990,1000,5,3,81.30,81.18,1.12,99.31 t2z/waveform-5000,oneR,fayyadIrani,1,3990,1000,5,3,57.10,68.47,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3990,1000,5,4,79.60,79.05,0.63,99.69 t2z/waveform-5000,j48,fayyadIrani,1,3990,1000,5,4,76.60,83.99,13.60,89.10 t2z/waveform-5000,nbk,fayyadIrani,1,3990,1000,5,4,79.60,79.05,0.63,99.69 t2z/waveform-5000,oneR,fayyadIrani,1,3990,1000,5,4,56.60,66.59,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,991,5,5,81.94,80.56,0.51,99.68 t2z/waveform-5000,j48,fayyadIrani,1,3999,991,5,5,77.30,84.74,12.20,88.18 t2z/waveform-5000,nbk,fayyadIrani,1,3999,991,5,5,81.94,80.56,0.51,99.68 t2z/waveform-5000,oneR,fayyadIrani,1,3999,991,5,5,55.50,55.22,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,1,1,50.00,50.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,1,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,12,2,1,1,50.00,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather,j48,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,1,3,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,1,3,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,1,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,1,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,1,4,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,11,3,1,4,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,1,4,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,11,3,1,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,1,5,50.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,1,5,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,2,1,50.00,50.00,0.00,100.00 t2z/weather,j48,cat,no,12,2,2,1,50.00,50.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,2,1,50.00,50.00,0.00,100.00 t2z/weather,oneR,cat,no,12,2,2,1,50.00,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,2,2,0.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,2,2,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,2,2,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,2,2,33.33,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,2,3,33.33,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,2,3,0.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,2,3,0.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,2,3,0.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,2,4,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,11,3,2,4,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,2,4,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,11,3,2,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,2,5,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,2,5,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,3,2,33.33,33.33,0.00,100.00 t2z/weather,j48,cat,no,11,3,3,2,33.33,33.33,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,2,33.33,33.33,0.00,100.00 t2z/weather,oneR,cat,no,11,3,3,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather,j48,cat,no,11,3,3,3,33.33,33.33,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,3,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,11,3,3,3,33.33,33.33,0.00,100.00 t2z/weather,bayes,cat,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,4,1,50.00,50.00,0.00,100.00 t2z/weather,j48,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,4,2,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,4,2,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,4,4,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,4,4,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,4,4,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,4,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,5,1,50.00,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,5,2,66.67,100.00,50.00,50.00 t2z/weather,oneR,cat,no,11,3,5,2,33.33,50.00,100.00,50.00 t2z/weather,bayes,cat,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,5,3,0.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,5,3,33.33,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,5,3,0.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,5,4,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,cat,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,5,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,5,5,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,5,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,5,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,5,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,j48,disctree,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather,j48,disctree,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather,oneR,disctree,no,11,3,1,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,3,66.67,0.00,33.33,0.00 t2z/weather,j48,disctree,no,11,3,1,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,1,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,disctree,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,4,33.33,0.00,50.00,0.00 t2z/weather,j48,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,1,4,33.33,0.00,50.00,0.00 t2z/weather,oneR,disctree,no,11,3,1,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,disctree,no,12,2,1,5,50.00,100.00,100.00,50.00 t2z/weather,j48,disctree,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,5,50.00,100.00,100.00,50.00 t2z/weather,oneR,disctree,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,disctree,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,j48,disctree,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,disctree,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,disctree,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,disctree,no,11,3,2,2,66.67,0.00,33.33,0.00 t2z/weather,j48,disctree,no,11,3,2,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,2,2,66.67,0.00,33.33,0.00 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t2z/weather,oneR,fayyadIrani,no,11,3,2,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,2,3,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,2,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,2,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,2,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,2,4,0.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,2,4,0.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,5,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,2,33.33,0.00,66.67,0.00 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,11,3,4,3,66.67,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,3,66.67,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,3,66.67,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,33.33,0.00,66.67,0.00 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,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,2,33.33,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,2,33.33,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,2,33.33,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,2,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,3,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 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 t2z/weather.nominal,nbk,cat,no,12,2,1,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,1,1,50.00,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,1,2,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,2,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,3,33.33,33.33,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,1,3,33.33,33.33,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,bayes,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,3,33.33,100.00,100.00,33.33 t2z/weather.nominal,j48,cat,no,11,3,2,3,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,3,33.33,100.00,100.00,33.33 t2z/weather.nominal,oneR,cat,no,11,3,2,3,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,3,1,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,3,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,3,1,50.00,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,3,2,33.33,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,2,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,2,33.33,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,2,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,3,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,3,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,4,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,4,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 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