#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/anneal,bayes,cat,2,717,179,1,1,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,179,1,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,179,1,1,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,179,1,1,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,716,180,1,2,89.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,716,180,1,2,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,716,180,1,2,97.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,716,180,1,2,85.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,179,1,3,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,179,1,3,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,179,1,3,92.18,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,179,1,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,716,180,1,4,84.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,716,180,1,4,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,716,180,1,4,95.56,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,716,180,1,4,86.11,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,178,1,5,87.08,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,178,1,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,178,1,5,95.51,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,178,1,5,82.02,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,1,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,1,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,2,80.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,2,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,2,90.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,2,82.22,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,3,89.94,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,3,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,3,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,4,86.11,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,4,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,4,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,4,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,5,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,5,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,5,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,5,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,1,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,1,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,1,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,2,89.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,2,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,2,95.56,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,2,76.11,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,3,84.92,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,3,97.21,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,3,92.18,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,3,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,4,84.44,80.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,4,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,4,92.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,4,88.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,5,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,5,96.09,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,5,87.15,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,1,90.50,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,1,96.09,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,1,95.53,94.44,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,1,81.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,2,86.67,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,2,91.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,2,85.00,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,3,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,3,80.45,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,4,83.33,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,4,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,4,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,4,84.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,5,88.83,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,5,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,5,86.59,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,1,90.50,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,1,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,1,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,1,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,5,2,83.33,94.44,0.00,100.00 a2b/anneal,j48,cat,2,717,180,5,2,95.56,94.44,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,5,2,90.56,92.86,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,5,2,85.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,3,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,3,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,3,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,5,4,86.67,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,5,4,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,5,4,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,5,4,80.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,5,5,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,5,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,5,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,5,5,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,1,95.53,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,1,88.27,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,1,95.53,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,2,95.00,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,2,92.22,90.91,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,2,83.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,3,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,3,93.30,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,3,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,3,84.36,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,4,92.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,4,85.00,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,4,92.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,4,85.00,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,5,93.30,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,5,87.71,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,5,93.30,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,5,80.45,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,1,96.09,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,1,88.83,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,1,96.09,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,1,86.59,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,2,90.56,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,2,89.44,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,2,90.56,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,2,81.11,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,3,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,3,92.18,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,3,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,3,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,4,96.67,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,4,91.67,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,4,96.67,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,4,83.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,5,92.18,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,5,82.68,90.91,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,5,92.18,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,5,81.01,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,1,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,1,96.09,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,1,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,1,86.59,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,2,97.22,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,2,86.67,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,2,97.22,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,2,80.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,3,95.53,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,3,90.50,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,3,87.71,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,4,93.89,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,4,88.89,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,4,93.89,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,4,84.44,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,5,89.94,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,5,86.03,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,5,89.94,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,5,79.33,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,1,91.62,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,1,86.59,90.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,1,91.62,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,1,86.03,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,2,88.89,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,2,78.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,3,91.62,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,3,92.18,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,3,91.62,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,4,94.44,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,4,90.00,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,4,94.44,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,4,82.22,0.00,0.00,0.00 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a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,4,73.33,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,4,53.33,0.00,0.00,0.00 a2b/audiology,bayes,fayyadIrani,bells_palsy,181,45,5,5,62.22,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,181,45,5,5,75.56,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,5,62.22,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,5,37.78,0.00,0.00,0.00 /home/donaldb/var/weka/xval.29238 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,67.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,1,1,75.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,1,1,62.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,1,1,70.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,48.78,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,2,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,1,2,53.66,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,2,60.98,0.00,0.00,0.00 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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,-2,164,41,2,2,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,3,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,3,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,3,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,63.41,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,4,87.80,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,2,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,4,78.05,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,5,43.90,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,2,5,65.85,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,2,5,51.22,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,2,5,39.02,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,60.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,3,1,75.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,3,1,57.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,3,1,52.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,56.10,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,2,63.41,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,2,68.29,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,2,63.41,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,3,73.17,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,3,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,3,39.02,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,4,70.73,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,4,53.66,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,4,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,53.66,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,5,85.37,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,5,56.10,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,5,80.49,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,4,1,60.00,100.00,0.00,100.00 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a2b/autos,j48,fayyadIrani,-2,164,41,4,3,78.05,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,3,68.29,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,3,60.98,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,4,78.05,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,4,75.61,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,4,78.05,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,4,63.41,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,5,65.85,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,5,82.93,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,5,65.85,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,5,68.29,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,5,1,62.50,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,5,1,67.50,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,165,40,5,1,62.50,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,5,1,55.00,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,2,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,82.93,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,53.66,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,80.49,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,85.37,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,80.49,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,60.98,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,80.49,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,53.66,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,60.98,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,80.49,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,5,60.98,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,5,58.54,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,1,77.19,55.34,51.39,60.64 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,1,85.96,55.34,53.19,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,1,77.19,55.34,51.39,60.64 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,1,71.93,55.34,53.33,58.76 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,2,64.91,62.64,60.53,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,2,61.40,62.64,61.90,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,2,64.91,62.64,60.53,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,2,61.40,62.64,62.07,51.35 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,3,78.95,54.81,51.90,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,3,87.72,54.81,52.17,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,3,78.95,54.81,51.90,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,3,75.44,54.81,52.00,59.38 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,4,71.93,58.76,56.79,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,4,71.93,58.76,57.47,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,4,71.93,58.76,56.79,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,4,73.68,58.76,57.30,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,5,64.91,63.33,61.04,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,5,61.40,63.33,62.35,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,5,64.91,63.33,61.04,54.81 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,5,57.89,63.33,62.82,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,1,68.42,59.38,56.94,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,1,70.18,59.38,58.14,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,1,68.42,59.38,56.94,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,1,66.67,59.38,58.82,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,2,71.93,54.81,53.25,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,2,85.96,54.81,53.12,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,2,71.93,54.81,53.25,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,2,73.68,54.81,53.66,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,3,77.19,56.44,55.79,51.82 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,3,78.95,56.44,55.67,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,3,77.19,56.44,55.79,51.82 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,3,73.68,56.44,56.04,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,4,71.93,60.00,56.34,58.76 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,4,70.18,60.00,58.89,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,4,71.93,60.00,56.34,58.76 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,4,59.65,60.00,58.73,60.64 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,5,78.95,64.04,57.14,58.76 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,5,64.91,64.04,61.90,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,5,78.95,64.04,57.14,58.76 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,5,56.14,64.04,63.95,50.89 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,1,77.19,60.64,56.00,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,1,73.68,60.64,58.14,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,1,77.19,60.64,56.00,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,1,66.67,60.64,60.22,50.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,2,64.91,59.38,58.11,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,2,70.18,59.38,58.14,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,2,64.91,59.38,58.11,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,2,64.91,59.38,59.04,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,3,78.95,57.58,54.76,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,3,75.44,57.58,56.18,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,3,78.95,57.58,54.76,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,3,73.68,57.58,57.29,50.89 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,4,70.18,58.16,56.41,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,4,70.18,58.16,57.14,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,4,70.18,58.16,56.41,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,4,68.42,58.16,57.32,54.81 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,5,75.44,58.16,55.13,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,5,78.95,58.16,56.38,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,5,75.44,58.16,55.13,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,5,71.93,58.16,57.61,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,1,68.42,60.00,57.89,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,1,73.68,60.00,57.95,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,1,68.42,60.00,57.89,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,1,64.91,60.00,59.26,54.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,2,71.93,60.64,56.52,59.38 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,2,66.67,60.64,59.77,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,2,71.93,60.64,56.52,59.38 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,2,68.42,60.64,59.30,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,3,75.44,58.16,56.32,53.77 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,3,75.44,58.16,56.99,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,3,75.44,58.16,56.32,53.77 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,3,71.93,58.16,56.25,55.88 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,4,75.44,57.58,54.55,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,4,77.19,57.58,56.38,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,4,75.44,57.58,54.55,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,4,71.93,57.58,56.82,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,5,71.93,57.58,55.70,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,5,73.68,57.58,56.99,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,5,71.93,57.58,55.70,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,5,66.67,57.58,55.71,59.38 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,1,75.44,54.81,53.57,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,1,84.21,54.81,53.19,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,1,75.44,54.81,53.57,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,1,77.19,54.81,53.49,55.34 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,2,71.93,58.76,56.00,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,2,71.93,58.76,57.47,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,2,71.93,58.76,56.00,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,2,63.16,58.76,57.75,58.16 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,3,68.42,61.29,59.26,54.29 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,3,68.42,61.29,59.77,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,3,68.42,61.29,59.26,54.29 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,3,66.67,61.29,60.23,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,4,78.95,58.16,53.95,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,4,78.95,58.16,56.04,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,4,78.95,58.16,53.95,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,4,68.42,58.16,55.71,59.38 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c2d/credit-a,bayes,fayyadIrani,-,552,138,3,5,88.41,90.48,14.81,90.48 c2d/credit-a,j48,fayyadIrani,-,552,138,3,5,86.23,92.21,21.31,84.52 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,5,88.41,90.48,14.81,90.48 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,5,85.51,95.71,25.00,79.76 c2d/credit-a,bayes,fayyadIrani,-,553,137,4,1,88.32,88.61,12.07,90.91 c2d/credit-a,j48,fayyadIrani,-,553,137,4,1,83.94,89.86,22.06,80.52 c2d/credit-a,nbk,fayyadIrani,-,553,137,4,1,88.32,88.61,12.07,90.91 c2d/credit-a,oneR,fayyadIrani,-,553,137,4,1,85.40,96.72,23.68,76.62 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,2,84.06,81.32,10.64,93.67 c2d/credit-a,j48,fayyadIrani,-,552,138,4,2,84.78,82.95,12.00,92.41 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,2,84.06,81.32,10.64,93.67 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,2,85.51,92.75,21.74,81.01 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,3,84.06,86.36,20.00,88.37 c2d/credit-a,j48,fayyadIrani,-,552,138,4,3,84.06,89.02,23.21,84.88 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,3,84.06,86.36,20.00,88.37 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,3,82.61,93.06,28.79,77.91 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,4,88.41,84.93,7.69,92.54 c2d/credit-a,j48,fayyadIrani,-,552,138,4,4,88.41,85.92,8.96,91.04 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,4,88.41,84.93,7.69,92.54 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,4,86.96,90.16,15.58,82.09 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,5,84.06,82.28,13.56,89.04 c2d/credit-a,j48,fayyadIrani,-,552,138,4,5,85.51,85.33,14.29,87.67 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,5,84.06,82.28,13.56,89.04 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,5,86.96,92.31,17.81,82.19 c2d/credit-a,bayes,fayyadIrani,-,553,137,5,1,90.51,91.11,10.64,94.25 c2d/credit-a,j48,fayyadIrani,-,553,137,5,1,90.51,91.11,10.64,94.25 c2d/credit-a,nbk,fayyadIrani,-,553,137,5,1,90.51,91.11,10.64,94.25 c2d/credit-a,oneR,fayyadIrani,-,553,137,5,1,89.05,95.00,19.30,87.36 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,2,84.78,90.00,22.41,84.71 c2d/credit-a,j48,fayyadIrani,-,552,138,5,2,89.13,93.75,17.24,88.24 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,2,84.78,90.00,22.41,84.71 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,2,85.51,97.10,26.09,78.82 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,3,83.33,77.50,8.62,92.54 c2d/credit-a,j48,fayyadIrani,-,552,138,5,3,81.88,79.17,15.15,85.07 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,3,83.33,77.50,8.62,92.54 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,3,85.51,89.83,17.72,79.10 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,4,81.16,74.68,10.17,90.77 c2d/credit-a,j48,fayyadIrani,-,552,138,5,4,84.78,79.73,9.38,90.77 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,4,81.16,74.68,10.17,90.77 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,4,81.88,87.04,21.43,72.31 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,5,89.13,90.00,12.07,91.14 c2d/credit-a,j48,fayyadIrani,-,552,138,5,5,89.13,90.00,12.07,91.14 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,5,89.13,90.00,12.07,91.14 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,5,85.51,94.03,22.54,79.75 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,615,153,1,1,71.24,60.42,23.81,53.70 c2d/diabetes,j48,cat,tested_positive,615,153,1,1,70.59,57.63,21.28,62.96 c2d/diabetes,nbk,cat,tested_positive,615,153,1,1,67.32,54.35,27.10,46.30 c2d/diabetes,oneR,cat,tested_positive,615,153,1,1,73.86,73.33,26.02,40.74 c2d/diabetes,bayes,cat,tested_positive,614,154,1,2,72.08,65.45,24.24,60.00 c2d/diabetes,j48,cat,tested_positive,614,154,1,2,70.78,68.29,28.32,46.67 c2d/diabetes,nbk,cat,tested_positive,614,154,1,2,68.83,63.04,28.70,48.33 c2d/diabetes,oneR,cat,tested_positive,614,154,1,2,68.83,65.79,30.17,41.67 c2d/diabetes,bayes,cat,tested_positive,615,153,1,3,74.51,73.81,25.23,52.54 c2d/diabetes,j48,cat,tested_positive,615,153,1,3,75.16,67.80,20.21,67.80 c2d/diabetes,nbk,cat,tested_positive,615,153,1,3,75.16,83.87,27.05,44.07 c2d/diabetes,oneR,cat,tested_positive,615,153,1,3,68.63,73.91,32.31,28.81 c2d/diabetes,bayes,cat,tested_positive,614,154,1,4,79.87,60.87,12.04,68.29 c2d/diabetes,j48,cat,tested_positive,614,154,1,4,75.32,53.33,15.60,58.54 c2d/diabetes,nbk,cat,tested_positive,614,154,1,4,81.17,65.79,13.79,60.98 c2d/diabetes,oneR,cat,tested_positive,614,154,1,4,75.97,54.55,15.45,58.54 c2d/diabetes,bayes,cat,tested_positive,615,153,1,5,79.08,71.15,16.83,68.52 c2d/diabetes,j48,cat,tested_positive,615,153,1,5,72.55,65.00,24.78,48.15 c2d/diabetes,nbk,cat,tested_positive,615,153,1,5,78.43,72.34,18.87,62.96 c2d/diabetes,oneR,cat,tested_positive,615,153,1,5,70.59,60.47,25.45,48.15 c2d/diabetes,bayes,cat,tested_positive,615,153,2,1,75.16,72.00,23.30,60.00 c2d/diabetes,j48,cat,tested_positive,615,153,2,1,67.97,61.22,28.85,50.00 c2d/diabetes,nbk,cat,tested_positive,615,153,2,1,72.55,70.45,26.61,51.67 c2d/diabetes,oneR,cat,tested_positive,615,153,2,1,66.01,62.50,33.06,33.33 c2d/diabetes,bayes,cat,tested_positive,614,154,2,2,68.83,48.94,22.43,48.94 c2d/diabetes,j48,cat,tested_positive,614,154,2,2,69.48,50.00,21.70,51.06 c2d/diabetes,nbk,cat,tested_positive,614,154,2,2,73.38,57.50,21.05,48.94 c2d/diabetes,oneR,cat,tested_positive,614,154,2,2,70.78,53.12,24.59,36.17 c2d/diabetes,bayes,cat,tested_positive,615,153,2,3,72.55,62.22,23.15,52.83 c2d/diabetes,j48,cat,tested_positive,615,153,2,3,70.59,56.45,19.78,66.04 c2d/diabetes,nbk,cat,tested_positive,615,153,2,3,69.93,58.54,25.89,45.28 c2d/diabetes,oneR,cat,tested_positive,615,153,2,3,73.86,69.70,25.00,43.40 c2d/diabetes,bayes,cat,tested_positive,614,154,2,4,77.27,69.39,19.05,62.96 c2d/diabetes,j48,cat,tested_positive,614,154,2,4,75.32,70.00,22.81,51.85 c2d/diabetes,nbk,cat,tested_positive,614,154,2,4,75.97,67.35,20.00,61.11 c2d/diabetes,oneR,cat,tested_positive,614,154,2,4,77.27,71.11,20.18,59.26 c2d/diabetes,bayes,cat,tested_positive,615,153,2,5,80.39,74.47,16.98,66.04 c2d/diabetes,j48,cat,tested_positive,615,153,2,5,67.97,53.57,23.71,56.60 c2d/diabetes,nbk,cat,tested_positive,615,153,2,5,83.01,82.93,16.96,64.15 c2d/diabetes,oneR,cat,tested_positive,615,153,2,5,72.55,62.22,23.15,52.83 c2d/diabetes,bayes,cat,tested_positive,615,153,3,1,79.74,68.42,13.54,75.00 c2d/diabetes,j48,cat,tested_positive,615,153,3,1,79.74,76.92,19.30,57.69 c2d/diabetes,nbk,cat,tested_positive,615,153,3,1,77.78,70.45,19.27,59.62 c2d/diabetes,oneR,cat,tested_positive,615,153,3,1,75.82,70.27,22.41,50.00 c2d/diabetes,bayes,cat,tested_positive,614,154,3,2,76.62,73.21,21.43,66.13 c2d/diabetes,j48,cat,tested_positive,614,154,3,2,78.57,76.36,20.20,67.74 c2d/diabetes,nbk,cat,tested_positive,614,154,3,2,81.82,84.00,19.23,67.74 c2d/diabetes,oneR,cat,tested_positive,614,154,3,2,68.18,68.57,31.93,38.71 c2d/diabetes,bayes,cat,tested_positive,615,153,3,3,73.20,65.00,23.89,49.06 c2d/diabetes,j48,cat,tested_positive,615,153,3,3,73.20,62.50,21.90,56.60 c2d/diabetes,nbk,cat,tested_positive,615,153,3,3,69.28,58.33,27.35,39.62 c2d/diabetes,oneR,cat,tested_positive,615,153,3,3,69.28,57.89,26.96,41.51 c2d/diabetes,bayes,cat,tested_positive,614,154,3,4,74.68,54.17,16.04,60.47 c2d/diabetes,j48,cat,tested_positive,614,154,3,4,73.38,51.92,15.69,62.79 c2d/diabetes,nbk,cat,tested_positive,614,154,3,4,74.68,55.00,18.42,51.16 c2d/diabetes,oneR,cat,tested_positive,614,154,3,4,72.08,50.00,19.64,48.84 c2d/diabetes,bayes,cat,tested_positive,615,153,3,5,71.24,64.58,25.71,53.45 c2d/diabetes,j48,cat,tested_positive,615,153,3,5,71.24,64.00,25.24,55.17 c2d/diabetes,nbk,cat,tested_positive,615,153,3,5,74.51,75.68,25.86,48.28 c2d/diabetes,oneR,cat,tested_positive,615,153,3,5,69.28,68.97,30.65,34.48 c2d/diabetes,bayes,cat,tested_positive,615,153,4,1,75.16,61.90,19.82,54.17 c2d/diabetes,j48,cat,tested_positive,615,153,4,1,73.20,56.60,18.00,62.50 c2d/diabetes,nbk,cat,tested_positive,615,153,4,1,75.82,62.79,19.09,56.25 c2d/diabetes,oneR,cat,tested_positive,615,153,4,1,69.28,51.28,24.56,41.67 c2d/diabetes,bayes,cat,tested_positive,614,154,4,2,77.92,73.08,19.61,65.52 c2d/diabetes,j48,cat,tested_positive,614,154,4,2,72.08,70.27,27.35,44.83 c2d/diabetes,nbk,cat,tested_positive,614,154,4,2,74.03,71.43,25.00,51.72 c2d/diabetes,oneR,cat,tested_positive,614,154,4,2,75.32,76.32,25.00,50.00 c2d/diabetes,bayes,cat,tested_positive,615,153,4,3,77.78,75.51,21.15,62.71 c2d/diabetes,j48,cat,tested_positive,615,153,4,3,71.24,62.71,23.40,62.71 c2d/diabetes,nbk,cat,tested_positive,615,153,4,3,75.82,76.19,24.32,54.24 c2d/diabetes,oneR,cat,tested_positive,615,153,4,3,74.51,76.32,26.09,49.15 c2d/diabetes,bayes,cat,tested_positive,614,154,4,4,73.38,62.22,22.02,53.85 c2d/diabetes,j48,cat,tested_positive,614,154,4,4,71.43,60.00,24.56,46.15 c2d/diabetes,nbk,cat,tested_positive,614,154,4,4,72.08,61.54,24.35,46.15 c2d/diabetes,oneR,cat,tested_positive,614,154,4,4,68.83,56.67,28.23,32.69 c2d/diabetes,bayes,cat,tested_positive,615,153,4,5,75.16,61.82,17.35,66.67 c2d/diabetes,j48,cat,tested_positive,615,153,4,5,71.24,60.61,25.83,39.22 c2d/diabetes,nbk,cat,tested_positive,615,153,4,5,74.51,62.50,20.00,58.82 c2d/diabetes,oneR,cat,tested_positive,615,153,4,5,73.20,61.36,22.02,52.94 c2d/diabetes,bayes,cat,tested_positive,615,153,5,1,76.47,70.45,21.10,57.41 c2d/diabetes,j48,cat,tested_positive,615,153,5,1,70.59,58.82,23.53,55.56 c2d/diabetes,nbk,cat,tested_positive,615,153,5,1,77.78,72.73,20.18,59.26 c2d/diabetes,oneR,cat,tested_positive,615,153,5,1,70.59,62.86,27.12,40.74 c2d/diabetes,bayes,cat,tested_positive,614,154,5,2,73.38,69.81,24.75,59.68 c2d/diabetes,j48,cat,tested_positive,614,154,5,2,74.68,74.47,25.23,56.45 c2d/diabetes,nbk,cat,tested_positive,614,154,5,2,72.73,71.74,26.85,53.23 c2d/diabetes,oneR,cat,tested_positive,614,154,5,2,64.94,61.11,33.90,35.48 c2d/diabetes,bayes,cat,tested_positive,615,153,5,3,73.20,58.33,20.00,57.14 c2d/diabetes,j48,cat,tested_positive,615,153,5,3,72.55,58.14,21.82,51.02 c2d/diabetes,nbk,cat,tested_positive,615,153,5,3,73.20,59.52,21.62,51.02 c2d/diabetes,oneR,cat,tested_positive,615,153,5,3,70.59,54.76,23.42,46.94 c2d/diabetes,bayes,cat,tested_positive,614,154,5,4,77.27,65.12,18.02,58.33 c2d/diabetes,j48,cat,tested_positive,614,154,5,4,77.92,64.58,16.04,64.58 c2d/diabetes,nbk,cat,tested_positive,614,154,5,4,78.57,70.27,18.80,54.17 c2d/diabetes,oneR,cat,tested_positive,614,154,5,4,75.32,63.89,21.19,47.92 c2d/diabetes,bayes,cat,tested_positive,615,153,5,5,77.78,69.81,18.00,67.27 c2d/diabetes,j48,cat,tested_positive,615,153,5,5,75.16,66.67,20.59,61.82 c2d/diabetes,nbk,cat,tested_positive,615,153,5,5,76.47,69.39,20.19,61.82 c2d/diabetes,oneR,cat,tested_positive,615,153,5,5,78.43,78.95,21.74,54.55 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,1,79.74,66.10,11.70,78.00 c2d/diabetes,j48,disctree,tested_positive,615,153,1,1,79.74,74.36,18.42,58.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,1,79.74,66.10,11.70,78.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,1,79.74,74.36,18.42,58.00 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,2,68.18,51.92,23.53,52.94 c2d/diabetes,j48,disctree,tested_positive,614,154,1,2,66.88,50.00,26.36,43.14 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,2,68.18,51.92,23.53,52.94 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,2,70.78,59.38,26.23,37.25 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,3,77.78,65.45,15.31,70.59 c2d/diabetes,j48,disctree,tested_positive,615,153,1,3,72.55,59.57,21.70,54.90 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,3,77.78,65.45,15.31,70.59 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,3,74.51,73.08,25.20,37.25 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,4,75.97,65.22,15.29,77.59 c2d/diabetes,j48,disctree,tested_positive,614,154,1,4,75.32,67.86,20.41,65.52 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,4,75.97,65.22,15.29,77.59 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,4,76.62,77.50,23.68,53.45 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,5,73.86,64.41,20.21,66.67 c2d/diabetes,j48,disctree,tested_positive,615,153,1,5,76.47,72.34,21.70,59.65 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,5,73.86,64.41,20.21,66.67 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,5,73.20,71.05,26.09,47.37 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,1,73.86,62.12,17.24,73.21 c2d/diabetes,j48,disctree,tested_positive,615,153,2,1,72.55,62.50,21.65,62.50 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,1,73.86,62.12,17.24,73.21 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,1,70.59,64.86,27.59,42.86 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,2,79.22,76.79,19.39,69.35 c2d/diabetes,j48,disctree,tested_positive,614,154,2,2,71.43,71.43,28.57,48.39 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,2,79.22,76.79,19.39,69.35 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,2,71.43,75.00,29.66,43.55 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,3,73.20,59.26,19.19,62.75 c2d/diabetes,j48,disctree,tested_positive,615,153,2,3,75.82,67.50,21.24,52.94 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,3,73.20,59.26,19.19,62.75 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,3,76.47,72.73,22.50,47.06 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,4,74.03,59.38,15.56,73.08 c2d/diabetes,j48,disctree,tested_positive,614,154,2,4,74.68,65.12,21.62,53.85 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,4,74.03,59.38,15.56,73.08 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,4,75.32,70.59,23.33,46.15 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,5,74.51,56.36,15.31,67.39 c2d/diabetes,j48,disctree,tested_positive,615,153,2,5,80.39,68.18,14.68,65.22 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,5,74.51,56.36,15.31,67.39 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,5,81.05,74.29,16.95,56.52 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,1,71.24,53.23,16.48,68.75 c2d/diabetes,j48,disctree,tested_positive,615,153,3,1,77.78,68.42,19.13,54.17 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,1,71.24,53.23,16.48,68.75 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,1,77.78,71.88,20.66,47.92 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,2,77.27,70.31,17.78,73.77 c2d/diabetes,j48,disctree,tested_positive,614,154,3,2,71.43,64.41,24.21,62.30 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,2,77.27,70.31,17.78,73.77 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,2,72.08,72.50,28.07,47.54 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,3,77.78,70.91,18.37,68.42 c2d/diabetes,j48,disctree,tested_positive,615,153,3,3,74.51,72.50,24.78,50.88 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,3,77.78,70.91,18.37,68.42 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,3,73.86,74.29,26.27,45.61 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,4,73.38,54.10,13.98,71.74 c2d/diabetes,j48,disctree,tested_positive,614,154,3,4,76.62,61.90,17.86,56.52 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,4,73.38,54.10,13.98,71.74 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,4,78.57,69.70,19.01,50.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,5,73.20,63.16,20.83,64.29 c2d/diabetes,j48,disctree,tested_positive,615,153,3,5,75.16,70.45,22.94,55.36 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,5,73.20,63.16,20.83,64.29 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,5,72.55,69.44,26.50,44.64 c2d/diabetes,bayes,disctree,tested_positive,614,153,4,1,74.51,64.15,20.00,62.96 c2d/diabetes,j48,disctree,tested_positive,614,153,4,1,75.82,75.76,24.17,46.30 c2d/diabetes,nbk,disctree,tested_positive,614,153,4,1,74.51,64.15,20.00,62.96 c2d/diabetes,oneR,disctree,tested_positive,614,153,4,1,73.86,79.17,27.13,35.19 c2d/diabetes,bayes,disctree,tested_positive,613,154,4,2,72.73,61.33,16.46,77.97 c2d/diabetes,j48,disctree,tested_positive,613,154,4,2,72.08,64.29,23.47,61.02 c2d/diabetes,nbk,disctree,tested_positive,613,154,4,2,72.73,61.33,16.46,77.97 c2d/diabetes,oneR,disctree,tested_positive,613,154,4,2,72.73,68.89,25.69,52.54 c2d/diabetes,bayes,disctree,tested_positive,614,153,4,3,72.55,55.93,17.02,67.35 c2d/diabetes,j48,disctree,tested_positive,614,153,4,3,73.86,59.18,19.23,59.18 c2d/diabetes,nbk,disctree,tested_positive,614,153,4,3,72.55,55.93,17.02,67.35 c2d/diabetes,oneR,disctree,tested_positive,614,153,4,3,75.82,65.00,20.35,53.06 c2d/diabetes,bayes,disctree,tested_positive,613,154,4,4,75.97,62.75,17.48,64.00 c2d/diabetes,j48,disctree,tested_positive,613,154,4,4,72.08,58.97,23.48,46.00 c2d/diabetes,nbk,disctree,tested_positive,613,154,4,4,75.97,62.75,17.48,64.00 c2d/diabetes,oneR,disctree,tested_positive,613,154,4,4,71.43,60.00,25.81,36.00 c2d/diabetes,bayes,disctree,tested_positive,614,153,4,5,79.08,70.00,15.05,75.00 c2d/diabetes,j48,disctree,tested_positive,614,153,4,5,79.08,80.00,21.24,57.14 c2d/diabetes,nbk,disctree,tested_positive,614,153,4,5,79.08,70.00,15.05,75.00 c2d/diabetes,oneR,disctree,tested_positive,614,153,4,5,81.05,86.49,20.69,57.14 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,1,77.78,63.24,10.59,82.69 c2d/diabetes,j48,disctree,tested_positive,615,153,5,1,76.47,68.18,20.18,57.69 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,1,77.78,63.24,10.59,82.69 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,1,76.47,72.22,22.22,50.00 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,2,74.03,67.19,21.11,69.35 c2d/diabetes,j48,disctree,tested_positive,614,154,5,2,72.08,72.09,27.93,50.00 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,2,74.03,67.19,21.11,69.35 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,2,72.08,74.36,28.70,46.77 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,3,77.78,66.67,17.14,64.00 c2d/diabetes,j48,disctree,tested_positive,615,153,5,3,77.12,68.29,19.64,56.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,3,77.78,66.67,17.14,64.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,3,76.47,75.00,23.20,42.00 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,4,75.32,62.07,16.67,69.23 c2d/diabetes,j48,disctree,tested_positive,614,154,5,4,77.27,66.04,16.83,67.31 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,4,75.32,62.07,16.67,69.23 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,4,79.87,76.92,19.13,57.69 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,5,72.55,57.63,18.09,66.67 c2d/diabetes,j48,disctree,tested_positive,615,153,5,5,71.24,57.78,23.15,50.98 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,5,72.55,57.63,18.09,66.67 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,5,69.93,57.58,26.67,37.25 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,1,72.55,55.32,19.81,55.32 c2d/diabetes,j48,tbin,tested_positive,615,153,1,1,72.55,55.56,20.37,53.19 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,1,72.55,55.32,19.81,55.32 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,1,68.63,48.94,22.64,48.94 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,2,77.27,71.15,19.61,64.91 c2d/diabetes,j48,tbin,tested_positive,614,154,1,2,74.68,75.00,25.42,47.37 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,2,77.27,71.15,19.61,64.91 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,2,72.73,77.78,28.35,36.84 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,3,75.16,68.25,20.00,70.49 c2d/diabetes,j48,tbin,tested_positive,615,153,1,3,71.90,68.75,26.67,54.10 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,3,75.16,68.25,20.00,70.49 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,3,71.24,72.97,29.31,44.26 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,4,80.52,71.93,14.43,74.55 c2d/diabetes,j48,tbin,tested_positive,614,154,1,4,79.87,81.58,20.69,56.36 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,4,80.52,71.93,14.43,74.55 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,4,79.22,87.10,22.76,49.09 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,5,71.90,56.41,22.81,45.83 c2d/diabetes,j48,tbin,tested_positive,615,153,1,5,75.16,63.89,21.37,47.92 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,5,71.90,56.41,22.81,45.83 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,5,71.24,54.55,22.02,50.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,1,72.55,57.14,21.62,50.00 c2d/diabetes,j48,tbin,tested_positive,615,153,2,1,75.16,60.87,18.69,58.33 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,1,72.55,57.14,21.62,50.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,1,73.86,64.29,24.00,37.50 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,2,77.27,76.74,22.52,56.90 c2d/diabetes,j48,tbin,tested_positive,614,154,2,2,71.43,67.50,27.19,46.55 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,2,77.27,76.74,22.52,56.90 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,2,69.48,68.97,30.40,34.48 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,3,72.55,61.54,21.78,59.26 c2d/diabetes,j48,tbin,tested_positive,615,153,2,3,75.16,72.22,23.93,48.15 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,3,72.55,61.54,21.78,59.26 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,3,71.24,60.42,23.81,53.70 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,4,74.03,65.22,22.22,55.56 c2d/diabetes,j48,tbin,tested_positive,614,154,2,4,75.32,70.00,22.81,51.85 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,4,74.03,65.22,22.22,55.56 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,4,74.68,77.78,25.98,38.89 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,5,77.78,65.62,13.48,77.78 c2d/diabetes,j48,tbin,tested_positive,615,153,2,5,77.12,66.67,16.67,70.37 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,5,77.78,65.62,13.48,77.78 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,5,76.47,75.00,23.08,50.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,1,73.20,56.90,16.84,67.35 c2d/diabetes,j48,tbin,tested_positive,615,153,3,1,76.47,63.27,17.31,63.27 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,1,73.20,56.90,16.84,67.35 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,1,73.86,58.49,18.00,63.27 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,2,81.17,79.17,17.92,66.67 c2d/diabetes,j48,tbin,tested_positive,614,154,3,2,75.32,73.17,23.89,52.63 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,2,81.17,79.17,17.92,66.67 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,2,70.13,60.38,24.75,56.14 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,3,74.51,73.33,25.00,55.00 c2d/diabetes,j48,tbin,tested_positive,615,153,3,3,69.28,67.57,30.17,41.67 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,3,74.51,73.33,25.00,55.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,3,71.90,84.00,30.47,35.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,4,72.73,56.25,19.81,56.25 c2d/diabetes,j48,tbin,tested_positive,614,154,3,4,78.57,68.29,17.70,58.33 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,4,72.73,56.25,19.81,56.25 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,4,75.97,68.97,22.40,41.67 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,5,77.78,69.23,17.82,66.67 c2d/diabetes,j48,tbin,tested_positive,615,153,3,5,73.86,65.91,22.94,53.70 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,5,77.78,69.23,17.82,66.67 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,5,70.59,66.67,28.57,33.33 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,1,79.08,66.00,14.56,68.75 c2d/diabetes,j48,tbin,tested_positive,615,153,4,1,80.39,70.45,15.60,64.58 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,1,79.08,66.00,14.56,68.75 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,1,80.39,80.00,19.51,50.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,2,74.03,65.91,22.73,53.70 c2d/diabetes,j48,tbin,tested_positive,614,154,4,2,70.13,60.53,26.72,42.59 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,2,74.03,65.91,22.73,53.70 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,2,64.29,49.02,28.16,46.30 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,3,73.86,60.42,20.00,58.00 c2d/diabetes,j48,tbin,tested_positive,615,153,4,3,73.20,62.16,23.28,46.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,3,73.86,60.42,20.00,58.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,3,72.55,63.33,25.20,38.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,4,74.03,64.41,20.00,66.67 c2d/diabetes,j48,tbin,tested_positive,614,154,4,4,76.62,70.59,20.39,63.16 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,4,74.03,64.41,20.00,66.67 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,4,74.68,78.12,26.23,43.86 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,5,76.47,72.92,21.90,60.34 c2d/diabetes,j48,tbin,tested_positive,615,153,4,5,75.16,73.81,24.32,53.45 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,5,76.47,72.92,21.90,60.34 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,5,73.86,84.62,28.35,37.93 c2d/diabetes,bayes,tbin,tested_positive,614,153,5,1,80.39,65.91,13.76,65.91 c2d/diabetes,j48,tbin,tested_positive,614,153,5,1,77.78,61.36,15.60,61.36 c2d/diabetes,nbk,tbin,tested_positive,614,153,5,1,80.39,65.91,13.76,65.91 c2d/diabetes,oneR,tbin,tested_positive,614,153,5,1,75.82,62.07,20.97,40.91 c2d/diabetes,bayes,tbin,tested_positive,613,154,5,2,72.08,70.91,27.27,59.09 c2d/diabetes,j48,tbin,tested_positive,613,154,5,2,66.88,72.73,34.71,36.36 c2d/diabetes,nbk,tbin,tested_positive,613,154,5,2,72.08,70.91,27.27,59.09 c2d/diabetes,oneR,tbin,tested_positive,613,154,5,2,68.83,78.12,33.61,37.88 c2d/diabetes,bayes,tbin,tested_positive,614,153,5,3,75.82,61.11,16.16,67.35 c2d/diabetes,j48,tbin,tested_positive,614,153,5,3,78.43,66.00,15.53,67.35 c2d/diabetes,nbk,tbin,tested_positive,614,153,5,3,75.82,61.11,16.16,67.35 c2d/diabetes,oneR,tbin,tested_positive,614,153,5,3,81.05,83.33,19.51,51.02 c2d/diabetes,bayes,tbin,tested_positive,613,154,5,4,74.03,60.42,19.81,58.00 c2d/diabetes,j48,tbin,tested_positive,613,154,5,4,75.97,65.85,20.35,54.00 c2d/diabetes,nbk,tbin,tested_positive,613,154,5,4,74.03,60.42,19.81,58.00 c2d/diabetes,oneR,tbin,tested_positive,613,154,5,4,72.73,66.67,26.15,32.00 c2d/diabetes,bayes,tbin,tested_positive,614,153,5,5,73.20,67.31,23.76,59.32 c2d/diabetes,j48,tbin,tested_positive,614,153,5,5,73.20,72.50,26.55,49.15 c2d/diabetes,nbk,tbin,tested_positive,614,153,5,5,73.20,67.31,23.76,59.32 c2d/diabetes,oneR,tbin,tested_positive,614,153,5,5,71.24,75.86,29.84,37.29 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,1,80.39,75.00,15.29,79.69 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,1,77.12,69.86,16.25,79.69 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,1,80.39,75.00,15.29,79.69 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,1,73.20,82.86,29.66,45.31 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,2,74.68,59.62,17.65,63.27 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,2,78.57,67.39,16.67,63.27 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,2,74.68,59.62,17.65,63.27 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,2,75.32,76.19,24.81,32.65 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,3,82.35,69.77,12.73,68.18 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,3,74.51,55.32,16.98,59.09 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,3,82.35,69.77,12.73,68.18 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,3,80.39,85.00,20.30,38.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,4,77.92,66.00,16.35,66.00 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,4,78.57,69.77,18.02,60.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,4,77.92,66.00,16.35,66.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,4,75.97,78.26,24.43,36.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,5,75.16,71.15,22.77,61.67 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,5,72.55,68.75,25.71,55.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,5,75.16,71.15,22.77,61.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,5,68.63,77.27,32.82,28.33 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,1,75.16,58.70,17.76,58.70 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,1,74.51,58.54,19.64,52.17 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,1,75.16,58.70,17.76,58.70 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,1,80.39,90.00,21.05,39.13 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,2,75.32,59.02,13.98,73.47 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,2,76.62,62.75,16.50,65.31 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,2,75.32,59.02,13.98,73.47 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,2,74.68,67.86,23.81,38.78 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,3,79.08,68.00,15.53,68.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,3,77.12,66.67,18.52,60.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,3,79.08,68.00,15.53,68.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,3,73.86,72.73,25.95,32.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,4,78.57,75.00,19.39,68.85 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,4,80.52,79.25,18.81,68.85 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,4,78.57,75.00,19.39,68.85 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,4,71.43,84.00,31.01,34.43 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,5,79.74,79.25,20.00,67.74 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,5,77.12,80.00,24.07,58.06 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,5,79.74,79.25,20.00,67.74 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,5,73.20,88.89,30.16,38.71 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,79.08,71.93,16.67,71.93 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,75.16,65.08,17.78,71.93 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,79.08,71.93,16.67,71.93 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,74.51,80.00,26.83,42.11 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,81.82,70.00,12.50,72.92 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,76.62,60.34,13.54,72.92 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,81.82,70.00,12.50,72.92 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,75.97,72.00,23.26,37.50 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,78.43,68.97,15.79,72.73 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,79.08,73.47,18.27,65.45 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,78.43,68.97,15.79,72.73 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,74.51,86.36,27.48,34.55 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,74.03,62.00,20.19,59.62 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,74.03,62.00,20.19,59.62 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,74.03,62.00,20.19,59.62 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,70.78,70.59,29.20,23.08 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,77.12,70.59,19.61,64.29 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,75.82,71.11,22.22,57.14 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,77.12,70.59,19.61,64.29 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,77.78,89.29,24.80,44.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,4,1,79.08,66.67,15.74,63.83 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,4,1,78.43,65.22,15.89,63.83 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,4,1,79.08,66.67,15.74,63.83 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,4,1,76.47,72.00,22.66,38.30 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,4,2,79.87,67.86,13.27,74.51 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,4,2,78.57,68.75,16.98,64.71 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,4,2,79.87,67.86,13.27,74.51 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,4,2,76.62,85.71,24.81,35.29 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,4,3,77.12,77.55,23.08,61.29 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,4,3,79.08,80.00,21.36,64.52 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,4,3,77.12,77.55,23.08,61.29 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,4,3,71.90,85.19,30.95,37.10 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,4,4,79.87,76.09,18.52,63.64 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,4,4,77.27,75.00,21.93,54.55 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,4,4,79.87,76.09,18.52,63.64 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,4,4,74.03,85.71,27.82,32.73 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,4,5,73.86,60.00,15.91,73.58 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,4,5,74.51,61.67,17.20,69.81 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,4,5,73.86,60.00,15.91,73.58 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,4,5,74.51,75.00,25.60,39.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,1,76.47,66.67,18.18,66.67 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,1,79.74,76.74,19.09,61.11 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,1,76.47,66.67,18.18,66.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,1,74.51,82.61,26.92,35.19 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,2,77.92,73.17,20.35,56.60 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,2,79.22,78.38,20.51,54.72 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,2,77.92,73.17,20.35,56.60 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,2,77.27,100.00,25.74,33.96 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,3,80.39,79.25,19.00,68.85 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,3,75.16,75.56,25.00,55.74 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,3,80.39,79.25,19.00,68.85 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,3,71.90,82.14,30.40,37.70 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,4,74.68,61.82,18.18,65.38 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,4,74.68,63.27,20.00,59.62 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,4,74.68,61.82,18.18,65.38 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,4,74.03,75.00,26.15,34.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,5,82.35,67.80,8.51,83.33 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,5,79.08,66.67,15.24,66.67 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,5,82.35,67.80,8.51,83.33 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,5,75.82,68.97,22.58,41.67 /home/donaldb/var/weka/xval.17542 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,78.33,80.00,22.86,71.43 e2i/heart-c,j48,cat,>50_1,243,60,1,1,73.33,80.00,30.00,57.14 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,76.67,79.17,25.00,67.86 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,73.33,70.00,23.33,75.00 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,81.97,83.33,19.35,80.65 e2i/heart-c,j48,cat,>50_1,242,61,1,2,77.05,84.00,27.78,67.74 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,83.61,86.21,18.75,80.65 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,70.49,74.07,32.35,64.52 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,88.33,92.31,14.71,82.76 e2i/heart-c,j48,cat,>50_1,243,60,1,3,78.33,76.67,20.00,79.31 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,88.33,86.67,10.00,89.66 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,78.33,78.57,21.88,75.86 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,86.89,84.00,11.11,84.00 e2i/heart-c,j48,cat,>50_1,242,61,1,4,77.05,76.19,22.50,64.00 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,88.52,87.50,10.81,84.00 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,77.05,68.97,15.62,80.00 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,83.33,80.00,14.29,80.00 e2i/heart-c,j48,cat,>50_1,243,60,1,5,71.67,68.18,26.32,60.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,83.33,77.78,12.12,84.00 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,78.33,71.43,15.62,80.00 e2i/heart-c,bayes,cat,>50_1,243,60,2,1,90.00,90.32,10.34,90.32 e2i/heart-c,j48,cat,>50_1,243,60,2,1,83.33,81.82,14.81,87.10 e2i/heart-c,nbk,cat,>50_1,243,60,2,1,90.00,85.71,4.00,96.77 e2i/heart-c,oneR,cat,>50_1,243,60,2,1,76.67,77.42,24.14,77.42 e2i/heart-c,bayes,cat,>50_1,242,61,2,2,81.97,91.67,24.32,70.97 e2i/heart-c,j48,cat,>50_1,242,61,2,2,78.69,90.91,28.21,64.52 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e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,3,4,86.89,84.62,11.43,84.62 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,4,77.05,73.08,20.00,73.08 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,85.00,76.92,8.82,86.96 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,76.67,73.68,21.95,60.87 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,85.00,76.92,8.82,86.96 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,68.33,57.14,21.88,69.57 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,90.00,92.59,12.12,86.21 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,83.33,91.30,21.62,72.41 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,90.00,92.59,12.12,86.21 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,75.00,75.00,25.00,72.41 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,77.05,86.96,28.95,64.52 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,68.85,77.27,35.90,54.84 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,77.05,86.96,28.95,64.52 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,72.13,76.92,31.43,64.52 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,90.00,77.27,2.63,94.44 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,83.33,65.38,2.94,94.44 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,90.00,77.27,2.63,94.44 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,76.67,58.33,11.11,77.78 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,81.97,92.31,25.71,72.73 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,78.69,85.71,27.27,72.73 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,81.97,92.31,25.71,72.73 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,68.85,73.33,35.48,66.67 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,78.33,69.70,11.11,88.46 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,76.67,67.65,11.54,88.46 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,78.33,69.70,11.11,88.46 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,76.67,68.75,14.29,84.62 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,85.00,82.35,11.54,90.32 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,81.67,81.25,17.86,83.87 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,85.00,82.35,11.54,90.32 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,76.67,75.76,22.22,80.65 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,81.97,86.96,21.05,71.43 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,70.49,77.78,32.56,50.00 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,81.97,86.96,21.05,71.43 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,67.21,66.67,32.43,57.14 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,81.67,77.27,13.51,77.27 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,76.67,66.67,16.67,72.73 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,81.67,77.27,13.51,77.27 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,68.33,56.00,22.86,63.64 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,88.52,82.76,6.25,92.31 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,78.69,68.57,7.69,92.31 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,88.52,82.76,6.25,92.31 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,70.49,61.76,18.52,80.77 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,81.67,95.24,25.64,66.67 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,78.33,86.96,27.03,66.67 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,81.67,95.24,25.64,66.67 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,78.33,94.74,29.27,60.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,236,58,1,1,79.31,77.27,19.44,70.83 e2i/heart-h,j48,cat,>50_1,236,58,1,1,70.69,73.33,30.23,45.83 e2i/heart-h,nbk,cat,>50_1,236,58,1,1,81.03,80.95,18.92,70.83 e2i/heart-h,oneR,cat,>50_1,236,58,1,1,81.03,80.95,18.92,70.83 e2i/heart-h,bayes,cat,>50_1,235,59,1,2,89.83,90.00,10.26,81.82 e2i/heart-h,j48,cat,>50_1,235,59,1,2,86.44,88.89,14.63,72.73 e2i/heart-h,nbk,cat,>50_1,235,59,1,2,91.53,94.74,10.00,81.82 e2i/heart-h,oneR,cat,>50_1,235,59,1,2,86.44,88.89,14.63,72.73 e2i/heart-h,bayes,cat,>50_1,235,59,1,3,76.27,62.50,18.60,55.56 e2i/heart-h,j48,cat,>50_1,235,59,1,3,69.49,50.00,24.44,38.89 e2i/heart-h,nbk,cat,>50_1,235,59,1,3,74.58,60.00,20.45,50.00 e2i/heart-h,oneR,cat,>50_1,235,59,1,3,72.88,56.25,20.93,50.00 e2i/heart-h,bayes,cat,>50_1,235,59,1,4,84.75,74.07,6.25,90.91 e2i/heart-h,j48,cat,>50_1,235,59,1,4,79.66,75.00,17.95,68.18 e2i/heart-h,nbk,cat,>50_1,235,59,1,4,84.75,78.26,11.11,81.82 e2i/heart-h,oneR,cat,>50_1,235,59,1,4,79.66,75.00,17.95,68.18 e2i/heart-h,bayes,cat,>50_1,236,58,1,5,91.38,93.75,9.52,78.95 e2i/heart-h,j48,cat,>50_1,236,58,1,5,82.76,76.47,14.63,68.42 e2i/heart-h,nbk,cat,>50_1,236,58,1,5,91.38,93.75,9.52,78.95 e2i/heart-h,oneR,cat,>50_1,236,58,1,5,89.66,93.33,11.63,73.68 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,84.48,77.27,11.11,80.95 e2i/heart-h,j48,cat,>50_1,236,58,2,1,84.48,80.00,13.16,76.19 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,87.93,85.00,10.53,80.95 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,82.76,76.19,13.51,76.19 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,79.66,76.92,18.18,76.92 e2i/heart-h,j48,cat,>50_1,235,59,2,2,79.66,81.82,21.62,69.23 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,79.66,81.82,21.62,69.23 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,77.97,80.95,23.68,65.38 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,79.66,77.27,18.92,70.83 e2i/heart-h,j48,cat,>50_1,235,59,2,3,72.88,75.00,27.91,50.00 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,76.27,75.00,23.08,62.50 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,74.58,73.68,25.00,58.33 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,88.14,89.47,12.50,77.27 e2i/heart-h,j48,cat,>50_1,235,59,2,4,84.75,84.21,15.00,72.73 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,89.83,94.44,12.20,77.27 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,83.05,87.50,18.60,63.64 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,86.21,66.67,6.98,76.92 e2i/heart-h,j48,cat,>50_1,236,58,2,5,84.48,62.50,7.14,76.92 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,89.66,76.92,6.67,76.92 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,84.48,64.29,9.09,69.23 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,84.48,81.25,14.29,68.42 e2i/heart-h,j48,cat,>50_1,236,58,3,1,81.03,75.00,16.67,63.16 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,86.21,82.35,12.20,73.68 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,87.93,83.33,10.00,78.95 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,84.75,77.78,12.20,73.68 e2i/heart-h,j48,cat,>50_1,235,59,3,2,77.97,68.75,18.60,57.89 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,86.44,82.35,11.90,73.68 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,81.36,75.00,16.28,63.16 e2i/heart-h,bayes,cat,>50_1,235,59,3,3,77.97,73.68,20.00,63.64 e2i/heart-h,j48,cat,>50_1,235,59,3,3,81.36,73.91,13.89,77.27 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,79.66,81.25,20.93,59.09 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,81.36,86.67,20.45,59.09 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,84.75,84.00,14.71,80.77 e2i/heart-h,j48,cat,>50_1,235,59,3,4,83.05,83.33,17.14,76.92 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,86.44,90.91,16.22,76.92 e2i/heart-h,oneR,cat,>50_1,235,59,3,4,74.58,76.19,26.32,61.54 e2i/heart-h,bayes,cat,>50_1,236,58,3,5,82.76,70.83,8.82,85.00 e2i/heart-h,j48,cat,>50_1,236,58,3,5,81.03,71.43,13.51,75.00 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,82.76,72.73,11.11,80.00 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,79.31,72.22,17.50,65.00 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,74.14,63.64,19.44,66.67 e2i/heart-h,j48,cat,>50_1,236,58,4,1,72.41,63.16,23.08,57.14 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,74.14,65.00,21.05,61.90 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,72.41,64.71,24.39,52.38 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,86.44,88.89,14.63,72.73 e2i/heart-h,j48,cat,>50_1,235,59,4,2,86.44,85.00,12.82,77.27 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,88.14,100.00,15.91,68.18 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,88.14,94.12,14.29,72.73 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,89.83,92.86,11.11,72.22 e2i/heart-h,j48,cat,>50_1,235,59,4,3,84.75,80.00,13.64,66.67 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,88.14,92.31,13.04,66.67 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,79.66,71.43,17.78,55.56 e2i/heart-h,bayes,cat,>50_1,235,59,4,4,79.66,79.17,20.00,73.08 e2i/heart-h,j48,cat,>50_1,235,59,4,4,79.66,85.00,23.08,65.38 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e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,5,5,91.38,85.00,5.26,89.47 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,5,87.93,83.33,10.00,78.95 /home/donaldb/var/weka/xval.27901 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,80.00,92.68,37.93,77.55 e2i/ionosphere,j48,cat,g,281,70,1,1,92.86,90.74,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,1,91.43,93.88,14.29,93.88 e2i/ionosphere,oneR,cat,g,281,70,1,1,84.29,85.19,18.75,93.88 e2i/ionosphere,bayes,cat,g,281,70,1,2,80.00,86.05,29.63,82.22 e2i/ionosphere,j48,cat,g,281,70,1,2,92.86,90.00,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,2,88.57,91.11,16.00,91.11 e2i/ionosphere,oneR,cat,g,281,70,1,2,70.00,77.27,42.31,75.56 e2i/ionosphere,bayes,cat,g,281,70,1,3,77.14,89.19,36.36,73.33 e2i/ionosphere,j48,cat,g,281,70,1,3,91.43,88.24,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,3,91.43,93.33,12.00,93.33 e2i/ionosphere,oneR,cat,g,281,70,1,3,84.29,90.48,25.00,84.44 e2i/ionosphere,bayes,cat,g,281,70,1,4,80.00,96.77,33.33,69.77 e2i/ionosphere,j48,cat,g,281,70,1,4,82.86,86.05,22.22,86.05 e2i/ionosphere,nbk,cat,g,281,70,1,4,91.43,97.44,16.13,88.37 e2i/ionosphere,oneR,cat,g,281,70,1,4,87.14,84.00,5.00,97.67 e2i/ionosphere,bayes,cat,g,281,70,1,5,88.57,92.68,17.24,88.37 e2i/ionosphere,j48,cat,g,281,70,1,5,85.71,86.67,16.00,90.70 e2i/ionosphere,nbk,cat,g,281,70,1,5,92.86,93.18,7.69,95.35 e2i/ionosphere,oneR,cat,g,281,70,1,5,74.29,82.05,35.48,74.42 e2i/ionosphere,bayes,cat,g,281,70,2,1,87.14,87.80,13.79,90.00 e2i/ionosphere,j48,cat,g,281,70,2,1,88.57,84.78,4.17,97.50 e2i/ionosphere,nbk,cat,g,281,70,2,1,94.29,90.91,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,2,1,77.14,77.27,23.08,85.00 e2i/ionosphere,bayes,cat,g,281,70,2,2,91.43,93.48,12.50,93.48 e2i/ionosphere,j48,cat,g,281,70,2,2,94.29,95.65,8.33,95.65 e2i/ionosphere,nbk,cat,g,281,70,2,2,94.29,93.75,4.55,97.83 e2i/ionosphere,oneR,cat,g,281,70,2,2,82.86,86.96,25.00,86.96 e2i/ionosphere,bayes,cat,g,281,70,2,3,81.43,90.48,32.14,80.85 e2i/ionosphere,j48,cat,g,281,70,2,3,82.86,87.23,26.09,87.23 e2i/ionosphere,nbk,cat,g,281,70,2,3,92.86,93.75,9.09,95.74 e2i/ionosphere,oneR,cat,g,281,70,2,3,82.86,84.31,21.05,91.49 e2i/ionosphere,bayes,cat,g,281,70,2,4,75.71,93.55,38.46,65.91 e2i/ionosphere,j48,cat,g,281,70,2,4,82.86,82.00,15.00,93.18 e2i/ionosphere,nbk,cat,g,281,70,2,4,88.57,97.37,21.88,84.09 e2i/ionosphere,oneR,cat,g,281,70,2,4,82.86,86.36,23.08,86.36 e2i/ionosphere,bayes,cat,g,281,70,2,5,78.57,92.31,38.71,75.00 e2i/ionosphere,j48,cat,g,281,70,2,5,95.71,95.92,4.76,97.92 e2i/ionosphere,nbk,cat,g,281,70,2,5,91.43,95.65,16.67,91.67 e2i/ionosphere,oneR,cat,g,281,70,2,5,74.29,85.71,42.86,75.00 e2i/ionosphere,bayes,cat,g,281,70,3,1,75.71,86.11,35.29,72.09 e2i/ionosphere,j48,cat,g,281,70,3,1,88.57,87.23,8.70,95.35 e2i/ionosphere,nbk,cat,g,281,70,3,1,91.43,91.11,8.00,95.35 e2i/ionosphere,oneR,cat,g,281,70,3,1,88.57,84.31,0.00,100.00 e2i/ionosphere,bayes,cat,g,281,70,3,2,82.86,87.88,21.62,78.38 e2i/ionosphere,j48,cat,g,281,70,3,2,91.43,89.74,6.45,94.59 e2i/ionosphere,nbk,cat,g,281,70,3,2,92.86,92.11,6.25,94.59 e2i/ionosphere,oneR,cat,g,281,70,3,2,82.86,76.60,4.35,97.30 e2i/ionosphere,bayes,cat,g,281,70,3,3,82.86,91.30,33.33,84.00 e2i/ionosphere,j48,cat,g,281,70,3,3,90.00,93.88,19.05,92.00 e2i/ionosphere,nbk,cat,g,281,70,3,3,88.57,93.75,22.73,90.00 e2i/ionosphere,oneR,cat,g,281,70,3,3,75.71,86.67,44.00,78.00 e2i/ionosphere,bayes,cat,g,281,70,3,4,82.86,97.56,37.93,78.43 e2i/ionosphere,j48,cat,g,281,70,3,4,90.00,97.83,25.00,88.24 e2i/ionosphere,nbk,cat,g,281,70,3,4,94.29,97.96,14.29,94.12 e2i/ionosphere,oneR,cat,g,281,70,3,4,84.29,95.45,34.62,82.35 e2i/ionosphere,bayes,cat,g,281,70,3,5,85.71,92.50,23.33,84.09 e2i/ionosphere,j48,cat,g,281,70,3,5,95.71,95.56,4.00,97.73 e2i/ionosphere,nbk,cat,g,281,70,3,5,88.57,92.86,17.86,88.64 e2i/ionosphere,oneR,cat,g,281,70,3,5,85.71,85.42,13.64,93.18 e2i/ionosphere,bayes,cat,g,281,70,4,1,78.57,89.74,35.48,76.09 e2i/ionosphere,j48,cat,g,281,70,4,1,90.00,93.33,16.00,91.30 e2i/ionosphere,nbk,cat,g,281,70,4,1,90.00,91.49,13.04,93.48 e2i/ionosphere,oneR,cat,g,281,70,4,1,88.57,88.00,10.00,95.65 e2i/ionosphere,bayes,cat,g,281,70,4,2,87.14,89.74,16.13,87.50 e2i/ionosphere,j48,cat,g,281,70,4,2,90.00,86.67,4.00,97.50 e2i/ionosphere,nbk,cat,g,281,70,4,2,88.57,92.11,15.62,87.50 e2i/ionosphere,oneR,cat,g,281,70,4,2,82.86,81.82,15.38,90.00 e2i/ionosphere,bayes,cat,g,281,70,4,3,82.86,90.00,26.67,81.82 e2i/ionosphere,j48,cat,g,281,70,4,3,87.14,87.23,13.04,93.18 e2i/ionosphere,nbk,cat,g,281,70,4,3,94.29,93.48,4.17,97.73 e2i/ionosphere,oneR,cat,g,281,70,4,3,78.57,82.22,28.00,84.09 e2i/ionosphere,bayes,cat,g,281,70,4,4,87.14,95.56,28.00,86.00 e2i/ionosphere,j48,cat,g,281,70,4,4,95.71,96.08,5.26,98.00 e2i/ionosphere,nbk,cat,g,281,70,4,4,97.14,98.00,5.00,98.00 e2i/ionosphere,oneR,cat,g,281,70,4,4,87.14,90.20,21.05,92.00 e2i/ionosphere,bayes,cat,g,281,70,4,5,81.43,91.89,30.30,77.27 e2i/ionosphere,j48,cat,g,281,70,4,5,87.14,85.71,9.52,95.45 e2i/ionosphere,nbk,cat,g,281,70,4,5,88.57,92.86,17.86,88.64 e2i/ionosphere,oneR,cat,g,281,70,4,5,81.43,82.98,21.74,88.64 e2i/ionosphere,bayes,cat,g,281,70,5,1,80.00,95.00,40.00,76.00 e2i/ionosphere,j48,cat,g,281,70,5,1,88.57,93.75,22.73,90.00 e2i/ionosphere,nbk,cat,g,281,70,5,1,94.29,96.00,10.00,96.00 e2i/ionosphere,oneR,cat,g,281,70,5,1,87.14,88.68,17.65,94.00 e2i/ionosphere,bayes,cat,g,281,70,5,2,82.86,94.29,28.57,76.74 e2i/ionosphere,j48,cat,g,281,70,5,2,94.29,93.33,4.00,97.67 e2i/ionosphere,nbk,cat,g,281,70,5,2,95.71,95.45,3.85,97.67 e2i/ionosphere,oneR,cat,g,281,70,5,2,81.43,87.50,26.67,81.40 e2i/ionosphere,bayes,cat,g,281,70,5,3,75.71,84.21,34.38,74.42 e2i/ionosphere,j48,cat,g,281,70,5,3,81.43,81.25,18.18,90.70 e2i/ionosphere,nbk,cat,g,281,70,5,3,88.57,94.87,19.35,86.05 e2i/ionosphere,oneR,cat,g,281,70,5,3,74.29,76.60,30.43,83.72 e2i/ionosphere,bayes,cat,g,281,70,5,4,81.43,87.50,26.67,81.40 e2i/ionosphere,j48,cat,g,281,70,5,4,88.57,85.71,4.76,97.67 e2i/ionosphere,nbk,cat,g,281,70,5,4,91.43,91.11,8.00,95.35 e2i/ionosphere,oneR,cat,g,281,70,5,4,85.71,83.67,9.52,95.35 e2i/ionosphere,bayes,cat,g,281,70,5,5,88.57,95.12,20.69,86.67 e2i/ionosphere,j48,cat,g,281,70,5,5,90.00,97.50,20.00,86.67 e2i/ionosphere,nbk,cat,g,281,70,5,5,92.86,95.45,11.54,93.33 e2i/ionosphere,oneR,cat,g,281,70,5,5,84.29,86.96,20.83,88.89 e2i/ionosphere,bayes,disctree,g,281,70,1,1,87.14,89.80,19.05,91.67 e2i/ionosphere,j48,disctree,g,281,70,1,1,87.14,86.79,11.76,95.83 e2i/ionosphere,nbk,disctree,g,281,70,1,1,87.14,89.80,19.05,91.67 e2i/ionosphere,oneR,disctree,g,281,70,1,1,81.43,79.66,9.09,97.92 e2i/ionosphere,bayes,disctree,g,281,70,1,2,94.29,94.64,7.14,98.15 e2i/ionosphere,j48,disctree,g,281,70,1,2,91.43,94.44,18.75,94.44 e2i/ionosphere,nbk,disctree,g,281,70,1,2,94.29,94.64,7.14,98.15 e2i/ionosphere,oneR,disctree,g,281,70,1,2,90.00,88.52,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,1,3,87.14,82.61,4.17,97.44 e2i/ionosphere,j48,disctree,g,281,70,1,3,84.29,81.82,11.54,92.31 e2i/ionosphere,nbk,disctree,g,281,70,1,3,87.14,82.61,4.17,97.44 e2i/ionosphere,oneR,disctree,g,281,70,1,3,75.71,69.64,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,1,4,91.43,90.70,7.41,95.12 e2i/ionosphere,j48,disctree,g,281,70,1,4,88.57,85.11,4.35,97.56 e2i/ionosphere,nbk,disctree,g,281,70,1,4,91.43,90.70,7.41,95.12 e2i/ionosphere,oneR,disctree,g,281,70,1,4,82.86,77.36,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,1,5,90.00,89.13,8.33,95.35 e2i/ionosphere,j48,disctree,g,281,70,1,5,94.29,93.33,4.00,97.67 e2i/ionosphere,nbk,disctree,g,281,70,1,5,90.00,89.13,8.33,95.35 e2i/ionosphere,oneR,disctree,g,281,70,1,5,85.71,81.13,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,1,95.71,96.00,5.00,97.96 e2i/ionosphere,j48,disctree,g,281,70,2,1,88.57,90.20,15.79,93.88 e2i/ionosphere,nbk,disctree,g,281,70,2,1,95.71,96.00,5.00,97.96 e2i/ionosphere,oneR,disctree,g,281,70,2,1,84.29,81.67,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,2,85.71,86.05,14.81,90.24 e2i/ionosphere,j48,disctree,g,281,70,2,2,87.14,86.36,11.54,92.68 e2i/ionosphere,nbk,disctree,g,281,70,2,2,85.71,86.05,14.81,90.24 e2i/ionosphere,oneR,disctree,g,281,70,2,2,78.57,73.21,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,3,85.71,86.79,17.65,93.88 e2i/ionosphere,j48,disctree,g,281,70,2,3,87.14,88.46,16.67,93.88 e2i/ionosphere,nbk,disctree,g,281,70,2,3,85.71,86.79,17.65,93.88 e2i/ionosphere,oneR,disctree,g,281,70,2,3,77.14,77.05,22.22,95.92 e2i/ionosphere,bayes,disctree,g,281,70,2,4,87.14,85.11,8.70,95.24 e2i/ionosphere,j48,disctree,g,281,70,2,4,88.57,88.64,11.54,92.86 e2i/ionosphere,nbk,disctree,g,281,70,2,4,87.14,85.11,8.70,95.24 e2i/ionosphere,oneR,disctree,g,281,70,2,4,85.71,80.77,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,5,95.71,95.56,4.00,97.73 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e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,3,94.29,92.31,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,3,92.86,92.16,5.26,97.92 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,3,94.29,92.31,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,3,91.43,92.00,10.00,95.83 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,4,91.43,88.37,3.70,97.44 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,4,88.57,89.74,12.90,89.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,4,91.43,88.37,3.70,97.44 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,4,88.57,84.44,4.00,97.44 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,5,91.43,94.44,18.75,94.44 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,5,91.43,94.44,18.75,94.44 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,5,91.43,94.44,18.75,94.44 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,5,90.00,96.08,26.32,90.74 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,1,90.00,88.46,5.56,97.87 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,1,88.57,89.80,14.29,93.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,1,90.00,88.46,5.56,97.87 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,1,85.71,84.91,11.76,95.74 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,2,91.43,95.74,17.39,91.84 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,2,90.00,93.75,18.18,91.84 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,2,91.43,95.74,17.39,91.84 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,2,90.00,95.65,20.83,89.80 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,3,91.43,91.49,8.70,95.56 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,3,85.71,87.23,17.39,91.11 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,3,91.43,91.49,8.70,95.56 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,3,88.57,93.02,18.52,88.89 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,4,94.29,90.91,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,4,84.29,79.59,4.76,97.50 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,4,94.29,90.91,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,4,87.14,84.44,8.00,95.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,5,84.29,86.36,19.23,88.37 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,5,90.00,89.13,8.33,95.35 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,5,84.29,86.36,19.23,88.37 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,5,87.14,82.69,0.00,100.00 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,1,90.00,88.24,5.26,97.83 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,1,92.86,90.20,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,1,90.00,88.24,5.26,97.83 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,1,88.57,88.00,10.00,95.65 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,2,87.14,90.91,19.23,88.89 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,2,85.71,85.71,14.29,93.33 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,2,87.14,90.91,19.23,88.89 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,2,84.29,86.96,20.83,88.89 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,3,92.86,88.37,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,3,90.00,86.05,3.70,97.37 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,3,92.86,88.37,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,3,82.86,78.26,8.33,94.74 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,4,92.86,93.88,9.52,95.83 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,4,92.86,93.88,9.52,95.83 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,4,92.86,93.88,9.52,95.83 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,4,90.00,93.62,17.39,91.67 e2i/ionosphere,bayes,fayyadIrani,g,280,70,3,5,91.43,92.00,10.00,95.83 e2i/ionosphere,j48,fayyadIrani,g,280,70,3,5,85.71,85.19,12.50,95.83 e2i/ionosphere,nbk,fayyadIrani,g,280,70,3,5,91.43,92.00,10.00,95.83 e2i/ionosphere,oneR,fayyadIrani,g,280,70,3,5,88.57,87.04,6.25,97.92 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,1,95.71,95.92,4.76,97.92 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,1,92.86,92.16,5.26,97.92 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,1,95.71,95.92,4.76,97.92 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,1,91.43,92.00,10.00,95.83 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,2,94.29,93.33,4.00,97.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,2,92.86,91.30,4.17,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,2,94.29,93.33,4.00,97.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,2,80.00,77.36,11.76,95.35 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,3,95.71,97.62,7.14,95.35 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,3,92.86,93.18,7.69,95.35 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,3,95.71,97.62,7.14,95.35 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,3,91.43,89.36,4.35,97.67 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,4,87.14,87.50,13.64,93.33 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,4,90.00,91.30,12.50,93.33 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,4,87.14,87.50,13.64,93.33 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,4,81.43,82.00,20.00,91.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,5,85.71,87.50,18.18,91.30 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,5,90.00,89.80,9.52,95.65 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,5,85.71,87.50,18.18,91.30 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,5,84.29,85.71,19.05,91.30 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,82.86,84.31,21.05,91.49 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,84.29,83.33,12.50,95.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,82.86,84.31,21.05,91.49 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,84.29,84.62,16.67,93.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,95.71,97.73,7.69,95.56 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,90.00,89.58,9.09,95.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,95.71,97.73,7.69,95.56 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,90.00,89.58,9.09,95.56 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,92.86,91.67,4.55,97.78 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,88.57,87.76,9.52,95.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,92.86,91.67,4.55,97.78 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,85.71,85.71,14.29,93.33 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,88.57,88.64,11.54,92.86 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,90.00,88.89,8.00,95.24 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,88.57,88.64,11.54,92.86 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,84.29,84.44,16.00,90.48 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,92.86,91.84,4.76,97.83 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,88.57,89.58,13.64,93.48 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,92.86,91.84,4.76,97.83 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,94.29,95.65,8.33,95.65 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,Iris-versicolor,121,29,1,1,89.66,100.00,0.00,100.00 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,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,2,96.67,90.91,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,3,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,3,100.00,100.00,0.00,100.00 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,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,4,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,5,86.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 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,120,30,2,2,90.00,88.89,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,2,86.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,2,83.33,77.78,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,5,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,4,1,86.21,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,4,96.67,88.89,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,5,83.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 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,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,2,90.00,90.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,1,1,89.66,84.62,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,2,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,2,76.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,2,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,2,83.33,78.57,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,3,86.67,87.50,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,3,86.67,83.33,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,4,86.67,88.89,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,4,76.67,70.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,5,86.67,87.50,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,5,76.67,63.64,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,2,1,75.86,60.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,2,86.67,90.91,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,2,83.33,83.33,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,3,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,3,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,3,80.00,66.67,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,4,86.67,90.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,5,83.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,5,86.67,92.31,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,5,83.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,5,76.67,75.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,3,1,79.31,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,3,1,86.21,90.91,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,3,1,79.31,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,3,1,86.21,90.91,0.00,100.00 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,120,30,3,2,80.00,71.43,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,3,80.00,83.33,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,4,86.67,88.89,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,4,76.67,66.67,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,5,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,5,83.33,80.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,5,73.33,61.54,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,4,1,86.21,85.71,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,4,1,75.86,60.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,2,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,2,80.00,60.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,2,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,2,76.67,54.55,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,3,83.33,84.62,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,4,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,4,83.33,91.67,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,4,70.00,87.50,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,5,90.00,90.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,5,1,93.10,90.91,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,5,1,86.21,73.33,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,2,83.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,2,83.33,84.62,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,3,80.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,3,83.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,3,80.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,3,73.33,71.43,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,4,86.67,91.67,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,4,76.67,73.33,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,5,93.33,85.71,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,5,86.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,3,83.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,3,83.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,4,83.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 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,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,2,90.00,100.00,10.00,92.31 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,4,1,82.76,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,2,86.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,2,86.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 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,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 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,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 /home/donaldb/var/weka/xval.5832 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2555,639,1,1,89.67,89.93,10.54,87.50 j2p/kr-vs-kp,j48,cat,nowin,2555,639,1,1,99.53,99.66,0.58,99.32 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,1,1,89.67,89.93,10.54,87.50 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,1,1,67.61,68.46,32.91,55.74 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,1,2,87.01,86.51,12.54,86.23 j2p/kr-vs-kp,j48,cat,nowin,2555,639,1,2,99.06,98.70,0.60,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,1,2,87.01,86.51,12.54,86.23 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,1,2,67.92,71.74,34.23,54.10 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,1,3,87.79,87.75,12.17,86.60 j2p/kr-vs-kp,j48,cat,nowin,2555,639,1,3,98.44,98.37,1.50,98.37 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,1,3,87.79,87.75,12.17,86.60 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,1,3,68.54,77.49,35.27,48.37 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,1,4,86.23,88.42,15.85,84.10 j2p/kr-vs-kp,j48,cat,nowin,2555,639,1,4,99.69,100.00,0.64,99.39 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,1,4,86.23,88.42,15.85,84.10 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,1,4,63.85,73.08,40.60,46.48 j2p/kr-vs-kp,bayes,cat,nowin,2556,638,1,5,88.24,87.80,11.40,86.30 j2p/kr-vs-kp,j48,cat,nowin,2556,638,1,5,99.53,99.66,0.58,99.32 j2p/kr-vs-kp,nbk,cat,nowin,2556,638,1,5,88.24,87.80,11.40,86.30 j2p/kr-vs-kp,oneR,cat,nowin,2556,638,1,5,68.03,73.40,34.22,47.26 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,2,1,87.95,86.89,11.08,87.75 j2p/kr-vs-kp,j48,cat,nowin,2554,639,2,1,98.59,98.35,1.19,98.68 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,2,1,87.95,86.89,11.08,87.75 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,2,1,67.45,73.50,35.31,48.68 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,2,2,86.85,88.40,14.45,83.82 j2p/kr-vs-kp,j48,cat,nowin,2554,639,2,2,99.53,99.68,0.60,99.35 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,2,2,86.85,88.40,14.45,83.82 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,2,2,67.92,79.55,36.50,45.31 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,2,3,89.05,89.53,11.37,87.17 j2p/kr-vs-kp,j48,cat,nowin,2554,639,2,3,99.69,99.67,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,2,3,89.05,89.53,11.37,87.17 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,2,3,67.61,75.13,35.65,47.70 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,2,4,86.70,86.38,13.02,85.53 j2p/kr-vs-kp,j48,cat,nowin,2554,639,2,4,98.12,97.40,1.21,98.68 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,2,4,86.70,86.38,13.02,85.53 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,2,4,67.61,73.43,35.19,50.00 j2p/kr-vs-kp,bayes,cat,nowin,2556,637,2,5,88.23,89.97,13.22,84.97 j2p/kr-vs-kp,j48,cat,nowin,2556,637,2,5,99.37,100.00,1.19,98.69 j2p/kr-vs-kp,nbk,cat,nowin,2556,637,2,5,88.23,89.97,13.22,84.97 j2p/kr-vs-kp,oneR,cat,nowin,2556,637,2,5,68.45,71.60,33.50,56.86 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,3,1,85.29,88.13,16.90,80.07 j2p/kr-vs-kp,j48,cat,nowin,2554,639,3,1,99.06,98.70,0.60,99.35 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,3,1,85.29,88.13,16.90,80.07 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,3,1,64.16,71.04,38.60,42.48 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,3,2,89.36,89.03,10.33,89.03 j2p/kr-vs-kp,j48,cat,nowin,2554,639,3,2,99.69,99.68,0.30,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,3,2,89.36,89.03,10.33,89.03 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,3,2,68.23,73.57,34.71,53.87 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,3,3,88.42,92.71,15.10,83.44 j2p/kr-vs-kp,j48,cat,nowin,2554,639,3,3,99.69,99.38,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,3,3,88.42,92.71,15.10,83.44 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,3,3,66.20,70.47,36.62,55.94 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,3,4,85.13,81.03,10.98,87.50 j2p/kr-vs-kp,j48,cat,nowin,2554,639,3,4,99.06,98.62,0.57,99.31 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,3,4,85.13,81.03,10.98,87.50 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,3,4,60.09,53.04,0.00,100.00 j2p/kr-vs-kp,bayes,cat,nowin,2556,637,3,5,87.76,88.89,13.18,84.77 j2p/kr-vs-kp,j48,cat,nowin,2556,637,3,5,99.37,99.67,0.89,99.01 j2p/kr-vs-kp,nbk,cat,nowin,2556,637,3,5,87.76,88.89,13.18,84.77 j2p/kr-vs-kp,oneR,cat,nowin,2556,637,3,5,67.97,74.50,35.01,49.34 j2p/kr-vs-kp,bayes,cat,nowin,2547,639,4,1,88.89,90.03,12.07,86.18 j2p/kr-vs-kp,j48,cat,nowin,2547,639,4,1,99.37,99.34,0.60,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2547,639,4,1,88.89,90.03,12.07,86.18 j2p/kr-vs-kp,oneR,cat,nowin,2547,639,4,1,66.20,68.18,35.01,54.28 j2p/kr-vs-kp,bayes,cat,nowin,2547,639,4,2,87.48,87.25,12.31,86.69 j2p/kr-vs-kp,j48,cat,nowin,2547,639,4,2,99.06,98.40,0.31,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2547,639,4,2,87.48,87.25,12.31,86.69 j2p/kr-vs-kp,oneR,cat,nowin,2547,639,4,2,66.67,69.08,34.87,55.84 j2p/kr-vs-kp,bayes,cat,nowin,2547,639,4,3,87.64,87.71,12.43,86.27 j2p/kr-vs-kp,j48,cat,nowin,2547,639,4,3,99.84,99.67,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2547,639,4,3,87.64,87.71,12.43,86.27 j2p/kr-vs-kp,oneR,cat,nowin,2547,639,4,3,68.39,72.61,33.99,54.58 j2p/kr-vs-kp,bayes,cat,nowin,2547,639,4,4,88.26,88.85,12.24,86.23 j2p/kr-vs-kp,j48,cat,nowin,2547,639,4,4,99.22,99.34,0.90,99.02 j2p/kr-vs-kp,nbk,cat,nowin,2547,639,4,4,88.26,88.85,12.24,86.23 j2p/kr-vs-kp,oneR,cat,nowin,2547,639,4,4,66.20,74.32,37.06,44.59 j2p/kr-vs-kp,bayes,cat,nowin,2556,630,4,5,86.35,87.46,14.58,83.39 j2p/kr-vs-kp,j48,cat,nowin,2556,630,4,5,98.57,99.32,2.10,97.67 j2p/kr-vs-kp,nbk,cat,nowin,2556,630,4,5,86.35,87.46,14.58,83.39 j2p/kr-vs-kp,oneR,cat,nowin,2556,630,4,5,67.30,73.63,35.66,49.17 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,5,1,87.32,85.61,11.36,85.30 j2p/kr-vs-kp,j48,cat,nowin,2555,639,5,1,99.53,98.94,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,5,1,87.32,85.61,11.36,85.30 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,5,1,68.39,64.53,28.88,61.29 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,5,2,88.11,91.73,14.68,82.79 j2p/kr-vs-kp,j48,cat,nowin,2555,639,5,2,99.06,99.35,1.20,98.70 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,5,2,88.11,91.73,14.68,82.79 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,5,2,66.35,70.13,35.78,52.60 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,5,3,89.36,90.22,11.49,88.54 j2p/kr-vs-kp,j48,cat,nowin,2555,639,5,3,99.37,100.00,1.25,98.76 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,5,3,89.36,90.22,11.49,88.54 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,5,3,63.85,74.21,40.53,43.65 j2p/kr-vs-kp,bayes,cat,nowin,2555,639,5,4,88.42,87.58,10.73,89.24 j2p/kr-vs-kp,j48,cat,nowin,2555,639,5,4,99.22,99.05,0.62,99.37 j2p/kr-vs-kp,nbk,cat,nowin,2555,639,5,4,88.42,87.58,10.73,89.24 j2p/kr-vs-kp,oneR,cat,nowin,2555,639,5,4,69.33,78.85,35.27,51.90 j2p/kr-vs-kp,bayes,cat,nowin,2556,638,5,5,84.48,83.89,15.00,83.06 j2p/kr-vs-kp,j48,cat,nowin,2556,638,5,5,99.06,98.36,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2556,638,5,5,84.48,83.89,15.00,83.06 j2p/kr-vs-kp,oneR,cat,nowin,2556,638,5,5,68.97,76.41,34.31,49.50 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,1,87.95,89.11,13.10,85.99 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,1,99.53,99.37,0.31,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,1,87.95,89.11,13.10,85.99 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,1,66.67,77.90,37.77,44.90 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,2,89.83,90.94,11.14,87.70 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,2,99.22,99.35,0.91,99.03 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,2,89.83,90.94,11.14,87.70 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,2,67.14,74.15,36.18,49.19 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,3,85.29,83.74,13.43,83.74 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,3,99.37,99.31,0.57,99.31 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,3,85.29,83.74,13.43,83.74 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,3,68.23,72.87,33.70,47.40 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,4,89.51,87.84,9.04,89.35 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,4,98.90,98.63,0.86,98.97 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,4,89.51,87.84,9.04,89.35 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,4,68.23,68.49,31.92,56.01 j2p/kr-vs-kp,bayes,disctree,nowin,2556,637,1,5,86.03,89.76,17.15,81.68 j2p/kr-vs-kp,j48,disctree,nowin,2556,637,1,5,99.53,100.00,0.94,99.07 j2p/kr-vs-kp,nbk,disctree,nowin,2556,637,1,5,86.03,89.76,17.15,81.68 j2p/kr-vs-kp,oneR,disctree,nowin,2556,637,1,5,65.93,72.34,37.81,52.80 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,1,87.01,88.26,14.08,84.57 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,1,99.53,99.36,0.31,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,1,87.01,88.26,14.08,84.57 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,1,66.35,75.53,37.47,45.66 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,2,88.73,89.12,11.59,86.75 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,2,99.37,99.67,0.88,99.01 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,2,88.73,89.12,11.59,86.75 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,2,66.98,68.72,34.09,55.30 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,3,85.60,85.67,14.46,84.57 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,3,99.53,99.36,0.31,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,3,85.60,85.67,14.46,84.57 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,3,68.39,78.24,35.87,48.55 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,4,85.60,84.86,13.66,85.94 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,4,99.06,99.68,1.52,98.40 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,4,85.60,84.86,13.66,85.94 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,4,68.23,78.65,36.24,48.24 j2p/kr-vs-kp,bayes,disctree,nowin,2556,635,2,5,88.82,88.93,11.27,86.16 j2p/kr-vs-kp,j48,disctree,nowin,2556,635,2,5,98.90,98.29,0.58,99.31 j2p/kr-vs-kp,nbk,disctree,nowin,2556,635,2,5,88.82,88.93,11.27,86.16 j2p/kr-vs-kp,oneR,disctree,nowin,2556,635,2,5,68.35,73.40,33.78,47.75 j2p/kr-vs-kp,bayes,disctree,nowin,2546,639,3,1,86.38,85.37,12.78,84.48 j2p/kr-vs-kp,j48,disctree,nowin,2546,639,3,1,98.90,98.96,1.14,98.62 j2p/kr-vs-kp,nbk,disctree,nowin,2546,639,3,1,86.38,85.37,12.78,84.48 j2p/kr-vs-kp,oneR,disctree,nowin,2546,639,3,1,68.86,75.14,33.62,46.90 j2p/kr-vs-kp,bayes,disctree,nowin,2546,639,3,2,87.95,89.74,13.76,86.15 j2p/kr-vs-kp,j48,disctree,nowin,2546,639,3,2,99.22,99.38,0.95,99.08 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j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,1,2,89.20,89.17,10.77,86.36 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,1,2,68.08,67.83,31.78,54.55 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,1,3,87.01,86.82,12.83,85.38 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,1,3,98.90,98.68,0.89,99.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,1,3,87.01,86.82,12.83,85.38 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,1,3,66.35,67.77,34.51,54.49 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,1,4,86.70,89.01,15.13,82.30 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,1,4,99.37,99.02,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,1,4,86.70,89.01,15.13,82.30 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,1,4,66.20,73.80,36.95,45.25 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,636,1,5,86.64,86.71,13.44,87.50 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,636,1,5,99.21,98.79,0.33,99.70 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,636,1,5,86.64,86.71,13.44,87.50 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,636,1,5,65.41,78.42,40.13,45.43 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,2,1,88.26,89.46,12.88,86.96 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,2,1,99.06,98.47,0.32,99.69 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,2,1,88.26,89.46,12.88,86.96 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,2,1,67.61,74.89,36.52,53.73 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,2,2,89.05,87.67,9.73,88.85 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,2,2,99.69,99.66,0.29,99.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,2,2,89.05,87.67,9.73,88.85 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,2,2,66.98,67.93,33.58,54.39 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,2,3,87.32,87.75,13.06,85.76 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,2,3,99.53,100.00,0.90,99.03 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,2,3,87.32,87.75,13.06,85.76 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,2,3,66.82,74.37,36.59,47.90 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,2,4,88.58,89.72,12.32,85.19 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,2,4,99.22,98.99,0.59,99.33 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,2,4,88.58,89.72,12.32,85.19 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,2,4,68.39,75.96,34.65,46.80 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,634,2,5,86.75,87.24,13.66,84.33 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,634,2,5,99.05,99.00,0.90,99.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,634,2,5,86.75,87.24,13.66,84.33 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,634,2,5,68.61,76.72,34.83,48.33 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,1,88.26,85.43,9.20,89.27 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,1,99.22,99.31,0.85,98.96 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,1,88.26,85.43,9.20,89.27 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,1,68.70,68.94,31.44,56.06 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,2,87.01,89.25,15.06,84.57 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,2,98.90,99.69,1.88,98.15 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,2,87.01,89.25,15.06,84.57 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,2,67.76,80.41,37.75,48.15 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,3,88.11,85.51,9.83,87.36 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,3,99.53,98.93,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,3,88.11,85.51,9.83,87.36 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,3,69.48,67.23,29.18,57.76 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,4,88.89,91.16,13.04,85.62 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,4,99.84,99.68,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,4,88.89,91.16,13.04,85.62 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,4,66.20,69.96,36.11,54.31 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,635,3,5,85.98,88.67,16.42,82.87 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,635,3,5,99.21,100.00,1.57,98.44 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,635,3,5,85.98,88.67,16.42,82.87 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,635,3,5,66.30,79.56,38.99,44.86 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,1,88.42,86.71,10.06,88.47 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,1,99.69,99.33,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,1,88.42,86.71,10.06,88.47 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,1,69.95,71.91,31.19,57.29 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,2,87.64,89.16,13.92,86.75 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,2,99.06,99.10,0.98,99.10 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,2,87.64,89.16,13.92,86.75 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,2,63.38,69.14,40.47,53.31 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,3,88.26,87.80,11.34,86.91 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,3,99.22,99.00,0.59,99.33 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,3,88.26,87.80,11.34,86.91 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,3,67.45,72.96,34.99,47.99 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,4,4,87.48,86.99,12.10,85.81 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,4,4,99.69,100.00,0.58,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,4,4,87.48,86.99,12.10,85.81 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,4,4,67.29,72.77,35.04,46.96 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,637,4,5,86.81,88.81,14.81,83.01 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,637,4,5,99.37,99.35,0.60,99.35 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,637,4,5,86.81,88.81,14.81,83.01 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,637,4,5,70.17,74.58,32.42,57.52 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,5,1,87.01,84.59,10.95,86.67 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,5,1,99.84,99.65,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,5,1,87.01,84.59,10.95,86.67 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,5,1,67.14,65.31,31.73,56.14 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,5,2,88.73,90.20,12.54,86.13 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,5,2,98.59,98.71,1.52,98.39 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,5,2,88.73,90.20,12.54,86.13 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,5,2,67.92,71.60,34.34,56.13 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,5,3,86.54,87.83,14.63,84.49 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,5,3,98.90,98.74,0.93,99.05 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,5,3,86.54,87.83,14.63,84.49 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,5,3,66.98,76.12,37.21,48.42 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,5,4,90.61,89.58,8.55,89.58 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,5,4,99.53,99.65,0.57,99.31 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,5,4,90.61,89.58,8.55,89.58 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,5,4,67.45,73.26,34.69,43.75 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,636,5,5,86.32,88.96,16.16,83.79 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,636,5,5,98.58,98.18,0.98,99.08 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,636,5,5,86.32,88.96,16.16,83.79 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,636,5,5,66.98,74.89,37.66,53.82 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15819,3999,1,1,63.92,100.00,0.00,100.00 j2p/letter,j48,cat,B,15819,3999,1,1,87.02,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15819,3999,1,1,73.67,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15819,3999,1,1,17.60,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15818,4000,1,2,65.10,100.00,0.00,100.00 j2p/letter,j48,cat,B,15818,4000,1,2,87.40,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15818,4000,1,2,73.75,99.07,0.00,100.00 j2p/letter,oneR,cat,B,15818,4000,1,2,16.93,0.00,50.90,0.00 j2p/letter,bayes,cat,B,15818,4000,1,3,64.17,100.00,0.00,100.00 j2p/letter,j48,cat,B,15818,4000,1,3,86.30,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15818,4000,1,3,74.67,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15818,4000,1,3,16.70,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15818,4000,1,4,63.88,100.00,0.00,100.00 j2p/letter,j48,cat,B,15818,4000,1,4,87.22,99.20,0.00,100.00 j2p/letter,nbk,cat,B,15818,4000,1,4,73.72,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15818,4000,1,4,17.70,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3819,1,5,63.55,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3819,1,5,86.99,98.21,0.00,100.00 j2p/letter,nbk,cat,B,15999,3819,1,5,74.55,98.96,0.00,100.00 j2p/letter,oneR,cat,B,15999,3819,1,5,17.12,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15839,3999,2,1,65.14,100.00,0.00,100.00 j2p/letter,j48,cat,B,15839,3999,2,1,87.82,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15839,3999,2,1,75.39,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15839,3999,2,1,17.58,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15838,4000,2,2,64.55,100.00,0.00,100.00 j2p/letter,j48,cat,B,15838,4000,2,2,86.88,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15838,4000,2,2,74.00,99.08,0.00,100.00 j2p/letter,oneR,cat,B,15838,4000,2,2,16.65,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15838,4000,2,3,63.12,100.00,0.00,100.00 j2p/letter,j48,cat,B,15838,4000,2,3,86.70,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15838,4000,2,3,71.92,99.07,0.00,100.00 j2p/letter,oneR,cat,B,15838,4000,2,3,17.52,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15838,4000,2,4,63.17,100.00,0.00,100.00 j2p/letter,j48,cat,B,15838,4000,2,4,87.42,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15838,4000,2,4,74.53,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15838,4000,2,4,17.20,0.00,50.00,0.00 j2p/letter,bayes,cat,B,15999,3839,2,5,63.66,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3839,2,5,86.56,100.00,0.68,99.25 j2p/letter,nbk,cat,B,15999,3839,2,5,74.47,98.35,0.00,100.00 j2p/letter,oneR,cat,B,15999,3839,2,5,17.56,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15824,3999,3,1,63.67,100.00,0.00,100.00 j2p/letter,j48,cat,B,15824,3999,3,1,87.50,98.36,0.00,100.00 j2p/letter,nbk,cat,B,15824,3999,3,1,74.17,98.13,0.00,100.00 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j2p/letter,bayes,tbin,B,15827,4000,5,4,70.10,98.98,0.00,100.00 j2p/letter,j48,tbin,B,15827,4000,5,4,79.35,99.01,0.00,100.00 j2p/letter,nbk,tbin,B,15827,4000,5,4,70.10,98.98,0.00,100.00 j2p/letter,oneR,tbin,B,15827,4000,5,4,16.80,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3828,5,5,67.97,98.92,0.00,100.00 j2p/letter,j48,tbin,B,15999,3828,5,5,79.23,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3828,5,5,67.97,98.92,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3828,5,5,15.10,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15807,3999,1,1,74.62,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15807,3999,1,1,78.12,99.22,0.75,99.22 j2p/letter,nbk,fayyadIrani,B,15807,3999,1,1,74.62,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15807,3999,1,1,17.10,0.00,51.85,0.00 j2p/letter,bayes,fayyadIrani,B,15806,4000,1,2,72.50,99.12,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15806,4000,1,2,76.95,99.08,0.72,99.08 j2p/letter,nbk,fayyadIrani,B,15806,4000,1,2,72.50,99.12,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15806,4000,1,2,17.57,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15806,4000,1,3,74.53,98.26,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15806,4000,1,3,77.55,99.22,0.72,99.22 j2p/letter,nbk,fayyadIrani,B,15806,4000,1,3,74.53,98.26,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15806,4000,1,3,16.88,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15806,4000,1,4,72.90,98.28,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15806,4000,1,4,78.65,99.12,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15806,4000,1,4,72.90,98.28,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15806,4000,1,4,16.88,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3807,1,5,74.44,99.12,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3807,1,5,78.09,99.18,0.82,99.18 j2p/letter,nbk,fayyadIrani,B,15999,3807,1,5,74.44,99.12,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3807,1,5,17.91,0.00,50.00,0.00 j2p/letter,bayes,fayyadIrani,B,15822,3999,2,1,73.57,99.19,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15822,3999,2,1,78.57,100.00,0.71,99.19 j2p/letter,nbk,fayyadIrani,B,15822,3999,2,1,73.57,99.19,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15822,3999,2,1,17.23,0.00,49.71,0.00 j2p/letter,bayes,fayyadIrani,B,15821,4000,2,2,73.33,99.11,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15821,4000,2,2,78.12,99.04,0.76,99.04 j2p/letter,nbk,fayyadIrani,B,15821,4000,2,2,73.33,99.11,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15821,4000,2,2,15.97,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15821,4000,2,3,73.70,97.76,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15821,4000,2,3,77.72,98.58,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15821,4000,2,3,73.70,97.76,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15821,4000,2,3,16.95,0.00,51.98,0.00 j2p/letter,bayes,fayyadIrani,B,15821,4000,2,4,74.20,99.07,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15821,4000,2,4,78.72,100.00,0.77,99.15 j2p/letter,nbk,fayyadIrani,B,15821,4000,2,4,74.20,99.07,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15821,4000,2,4,17.35,0.00,50.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3822,2,5,74.52,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3822,2,5,78.39,98.13,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3822,2,5,74.52,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3822,2,5,17.37,0.00,49.33,0.00 j2p/letter,bayes,fayyadIrani,B,15828,3999,3,1,74.62,98.39,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15828,3999,3,1,77.09,98.33,0.74,99.16 j2p/letter,nbk,fayyadIrani,B,15828,3999,3,1,74.62,98.39,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15828,3999,3,1,18.30,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15827,4000,3,2,73.35,99.13,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15827,4000,3,2,77.72,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15827,4000,3,2,73.35,99.13,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15827,4000,3,2,17.15,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15827,4000,3,3,73.62,99.09,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15827,4000,3,3,78.08,100.00,2.40,97.22 j2p/letter,nbk,fayyadIrani,B,15827,4000,3,3,73.62,99.09,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15827,4000,3,3,17.38,0.00,47.59,0.00 j2p/letter,bayes,fayyadIrani,B,15827,4000,3,4,73.50,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15827,4000,3,4,76.80,99.07,0.75,99.07 j2p/letter,nbk,fayyadIrani,B,15827,4000,3,4,73.50,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15827,4000,3,4,16.75,0.00,48.41,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3828,3,5,74.29,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3828,3,5,78.68,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3828,3,5,74.29,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3828,3,5,16.43,0.00,53.33,0.00 j2p/letter,bayes,fayyadIrani,B,15824,3999,4,1,74.12,98.08,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,3999,4,1,78.09,99.04,0.69,99.04 j2p/letter,nbk,fayyadIrani,B,15824,3999,4,1,74.12,98.08,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,3999,4,1,16.13,42.58,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15823,4000,4,2,73.28,99.12,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15823,4000,4,2,76.40,100.00,0.68,99.16 j2p/letter,nbk,fayyadIrani,B,15823,4000,4,2,73.28,99.12,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15823,4000,4,2,16.60,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15823,4000,4,3,74.17,99.19,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15823,4000,4,3,78.75,99.25,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15823,4000,4,3,74.17,99.19,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15823,4000,4,3,17.60,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15823,4000,4,4,73.10,99.17,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15823,4000,4,4,77.97,99.15,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15823,4000,4,4,73.10,99.17,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15823,4000,4,4,17.02,0.00,51.77,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3824,4,5,74.66,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3824,4,5,78.58,99.21,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3824,4,5,74.66,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3824,4,5,17.57,0.00,54.66,0.00 j2p/letter,bayes,fayyadIrani,B,15832,3999,5,1,74.72,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15832,3999,5,1,77.69,99.08,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15832,3999,5,1,74.72,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15832,3999,5,1,16.63,46.25,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15831,4000,5,2,73.75,97.46,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15831,4000,5,2,77.72,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15831,4000,5,2,73.75,97.46,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15831,4000,5,2,17.40,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15831,4000,5,3,73.88,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15831,4000,5,3,78.28,99.25,2.59,97.78 j2p/letter,nbk,fayyadIrani,B,15831,4000,5,3,73.88,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15831,4000,5,3,17.80,0.00,59.51,0.00 j2p/letter,bayes,fayyadIrani,B,15831,4000,5,4,73.45,99.06,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15831,4000,5,4,76.97,98.23,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15831,4000,5,4,73.45,99.06,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15831,4000,5,4,16.12,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3832,5,5,73.75,97.35,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3832,5,5,78.34,100.00,0.70,99.15 j2p/letter,nbk,fayyadIrani,B,15999,3832,5,5,73.75,97.35,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3832,5,5,17.33,43.03,0.00,100.00 /home/donaldb/var/weka/xval.16182 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6467,1624,1,1,95.63,98.51,6.78,92.39 j2p/mushroom,j48,cat,p,6467,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1624,1,1,95.63,98.51,6.78,92.39 j2p/mushroom,oneR,cat,p,6467,1624,1,1,98.65,100.00,2.56,97.21 j2p/mushroom,bayes,cat,p,6466,1625,1,2,95.14,98.87,7.74,90.79 j2p/mushroom,j48,cat,p,6466,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1625,1,2,95.14,98.87,7.74,90.79 j2p/mushroom,oneR,cat,p,6466,1625,1,2,98.65,100.00,2.51,97.15 j2p/mushroom,bayes,cat,p,6466,1625,1,3,95.38,99.05,7.67,91.50 j2p/mushroom,j48,cat,p,6466,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1625,1,3,95.38,99.05,7.67,91.50 j2p/mushroom,oneR,cat,p,6466,1625,1,3,98.65,100.00,2.60,97.25 j2p/mushroom,bayes,cat,p,6466,1625,1,4,95.82,99.45,7.10,91.84 j2p/mushroom,j48,cat,p,6466,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1625,1,4,95.82,99.45,7.10,91.84 j2p/mushroom,oneR,cat,p,6466,1625,1,4,98.65,100.00,2.55,97.19 j2p/mushroom,bayes,cat,p,6499,1592,1,5,95.92,99.43,6.88,92.01 j2p/mushroom,j48,cat,p,6499,1592,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1592,1,5,95.92,99.43,6.88,92.01 j2p/mushroom,oneR,cat,p,6499,1592,1,5,97.99,100.00,3.72,95.81 j2p/mushroom,bayes,cat,p,6469,1624,2,1,95.75,98.90,6.78,92.15 j2p/mushroom,j48,cat,p,6469,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1624,2,1,95.75,98.90,6.78,92.15 j2p/mushroom,oneR,cat,p,6469,1624,2,1,98.21,100.00,3.31,96.27 j2p/mushroom,bayes,cat,p,6468,1625,2,2,96.37,99.59,6.28,92.88 j2p/mushroom,j48,cat,p,6468,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6468,1625,2,2,96.37,99.59,6.28,92.88 j2p/mushroom,oneR,cat,p,6468,1625,2,2,98.52,100.00,2.78,96.95 j2p/mushroom,bayes,cat,p,6468,1625,2,3,95.45,99.86,8.10,90.83 j2p/mushroom,j48,cat,p,6468,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6468,1625,2,3,95.45,99.86,8.10,90.83 j2p/mushroom,oneR,cat,p,6468,1625,2,3,98.77,100.00,2.36,97.49 j2p/mushroom,bayes,cat,p,6468,1625,2,4,94.77,98.05,7.83,90.84 j2p/mushroom,j48,cat,p,6468,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6468,1625,2,4,94.77,98.05,7.83,90.84 j2p/mushroom,oneR,cat,p,6468,1625,2,4,98.34,100.00,3.08,96.52 j2p/mushroom,bayes,cat,p,6499,1594,2,5,95.92,98.63,6.37,92.90 j2p/mushroom,j48,cat,p,6499,1594,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1594,2,5,95.92,98.63,6.37,92.90 j2p/mushroom,oneR,cat,p,6499,1594,2,5,98.81,100.00,2.27,97.55 j2p/mushroom,bayes,cat,p,6465,1624,3,1,95.20,99.58,8.27,90.49 j2p/mushroom,j48,cat,p,6465,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1624,3,1,95.20,99.58,8.27,90.49 j2p/mushroom,oneR,cat,p,6465,1624,3,1,98.21,100.00,3.36,96.32 j2p/mushroom,bayes,cat,p,6464,1625,3,2,96.55,99.32,5.70,93.43 j2p/mushroom,j48,cat,p,6464,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,3,2,96.55,99.32,5.70,93.43 j2p/mushroom,oneR,cat,p,6464,1625,3,2,98.65,100.00,2.53,97.16 j2p/mushroom,bayes,cat,p,6464,1625,3,3,96.31,99.45,6.26,92.85 j2p/mushroom,j48,cat,p,6464,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,3,3,96.31,99.45,6.26,92.85 j2p/mushroom,oneR,cat,p,6464,1625,3,3,99.08,100.00,1.75,98.08 j2p/mushroom,bayes,cat,p,6464,1625,3,4,95.63,99.19,7.33,91.84 j2p/mushroom,j48,cat,p,6464,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,3,4,95.63,99.19,7.33,91.84 j2p/mushroom,oneR,cat,p,6464,1625,3,4,98.03,100.00,3.72,95.98 j2p/mushroom,bayes,cat,p,6499,1590,3,5,95.09,98.15,7.32,91.38 j2p/mushroom,j48,cat,p,6499,1590,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1590,3,5,95.09,98.15,7.32,91.38 j2p/mushroom,oneR,cat,p,6499,1590,3,5,98.68,100.00,2.45,97.21 j2p/mushroom,bayes,cat,p,6478,1624,4,1,95.38,99.15,7.50,91.00 j2p/mushroom,j48,cat,p,6478,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6478,1624,4,1,95.38,99.15,7.50,91.00 j2p/mushroom,oneR,cat,p,6478,1624,4,1,98.65,100.00,2.50,97.13 j2p/mushroom,bayes,cat,p,6477,1625,4,2,95.75,99.45,7.19,91.69 j2p/mushroom,j48,cat,p,6477,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6477,1625,4,2,95.75,99.45,7.19,91.69 j2p/mushroom,oneR,cat,p,6477,1625,4,2,98.77,100.00,2.32,97.44 j2p/mushroom,bayes,cat,p,6477,1625,4,3,95.82,98.47,6.29,92.55 j2p/mushroom,j48,cat,p,6477,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6477,1625,4,3,95.82,98.47,6.29,92.55 j2p/mushroom,oneR,cat,p,6477,1625,4,3,99.08,100.00,1.71,98.04 j2p/mushroom,bayes,cat,p,6477,1625,4,4,95.75,98.80,6.86,92.51 j2p/mushroom,j48,cat,p,6477,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6477,1625,4,4,95.75,98.80,6.86,92.51 j2p/mushroom,oneR,cat,p,6477,1625,4,4,97.97,100.00,3.85,95.88 j2p/mushroom,bayes,cat,p,6499,1603,4,5,95.45,99.59,7.97,91.16 j2p/mushroom,j48,cat,p,6499,1603,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1603,4,5,95.45,99.59,7.97,91.16 j2p/mushroom,oneR,cat,p,6499,1603,4,5,98.13,100.00,3.57,96.21 j2p/mushroom,bayes,cat,p,6472,1624,5,1,96.92,99.44,5.07,93.93 j2p/mushroom,j48,cat,p,6472,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1624,5,1,96.92,99.44,5.07,93.93 j2p/mushroom,oneR,cat,p,6472,1624,5,1,98.77,100.00,2.26,97.36 j2p/mushroom,bayes,cat,p,6471,1625,5,2,95.26,98.54,7.59,91.85 j2p/mushroom,j48,cat,p,6471,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,5,2,95.26,98.54,7.59,91.85 j2p/mushroom,oneR,cat,p,6471,1625,5,2,98.46,100.00,2.98,96.91 j2p/mushroom,bayes,cat,p,6471,1625,5,3,95.88,99.72,7.19,91.71 j2p/mushroom,j48,cat,p,6471,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,5,3,95.88,99.72,7.19,91.71 j2p/mushroom,oneR,cat,p,6471,1625,5,3,98.52,100.00,2.77,96.94 j2p/mushroom,bayes,cat,p,6471,1625,5,4,95.02,98.79,8.19,91.10 j2p/mushroom,j48,cat,p,6471,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,5,4,95.02,98.79,8.19,91.10 j2p/mushroom,oneR,cat,p,6471,1625,5,4,98.22,100.00,3.43,96.42 j2p/mushroom,bayes,cat,p,6499,1597,5,5,94.74,98.96,8.35,89.66 j2p/mushroom,j48,cat,p,6499,1597,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1597,5,5,94.74,98.96,8.35,89.66 j2p/mushroom,oneR,cat,p,6499,1597,5,5,98.69,100.00,2.41,97.18 j2p/mushroom,bayes,disctree,p,6465,1624,1,1,95.20,99.57,8.08,90.23 j2p/mushroom,j48,disctree,p,6465,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1624,1,1,95.20,99.57,8.08,90.23 j2p/mushroom,oneR,disctree,p,6465,1624,1,1,98.34,100.00,3.06,96.48 j2p/mushroom,bayes,disctree,p,6464,1625,1,2,95.82,99.20,7.06,92.28 j2p/mushroom,j48,disctree,p,6464,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6464,1625,1,2,95.82,99.20,7.06,92.28 j2p/mushroom,oneR,disctree,p,6464,1625,1,2,98.77,100.00,2.38,97.51 j2p/mushroom,bayes,disctree,p,6464,1625,1,3,96.86,99.16,4.96,94.06 j2p/mushroom,j48,disctree,p,6464,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6464,1625,1,3,96.86,99.16,4.96,94.06 j2p/mushroom,oneR,disctree,p,6464,1625,1,3,98.52,100.00,2.69,96.83 j2p/mushroom,bayes,disctree,p,6464,1625,1,4,95.75,99.33,7.26,92.03 j2p/mushroom,j48,disctree,p,6464,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6464,1625,1,4,95.75,99.33,7.26,92.03 j2p/mushroom,oneR,disctree,p,6464,1625,1,4,98.52,100.00,2.84,97.01 j2p/mushroom,bayes,disctree,p,6499,1590,1,5,94.40,98.17,8.64,90.17 j2p/mushroom,j48,disctree,p,6499,1590,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1590,1,5,94.40,98.17,8.64,90.17 j2p/mushroom,oneR,disctree,p,6499,1590,1,5,98.49,100.00,2.85,96.90 j2p/mushroom,bayes,disctree,p,6467,1624,2,1,96.06,99.58,6.70,92.09 j2p/mushroom,j48,disctree,p,6467,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6467,1624,2,1,96.06,99.58,6.70,92.09 j2p/mushroom,oneR,disctree,p,6467,1624,2,1,98.83,100.00,2.18,97.54 j2p/mushroom,bayes,disctree,p,6466,1625,2,2,95.38,99.45,7.96,91.12 j2p/mushroom,j48,disctree,p,6466,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,2,2,95.38,99.45,7.96,91.12 j2p/mushroom,oneR,disctree,p,6466,1625,2,2,98.52,100.00,2.83,97.00 j2p/mushroom,bayes,disctree,p,6466,1625,2,3,96.18,98.40,5.71,93.65 j2p/mushroom,j48,disctree,p,6466,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,2,3,96.18,98.40,5.71,93.65 j2p/mushroom,oneR,disctree,p,6466,1625,2,3,98.83,100.00,2.22,97.59 j2p/mushroom,bayes,disctree,p,6466,1625,2,4,95.69,98.34,6.44,92.47 j2p/mushroom,j48,disctree,p,6466,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,2,4,95.69,98.34,6.44,92.47 j2p/mushroom,oneR,disctree,p,6466,1625,2,4,98.22,100.00,3.28,96.23 j2p/mushroom,bayes,disctree,p,6499,1592,2,5,94.66,99.43,9.08,89.58 j2p/mushroom,j48,disctree,p,6499,1592,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1592,2,5,94.66,99.43,9.08,89.58 j2p/mushroom,oneR,disctree,p,6499,1592,2,5,98.18,100.00,3.44,96.27 j2p/mushroom,bayes,disctree,p,6467,1624,3,1,96.55,99.58,5.88,93.13 j2p/mushroom,j48,disctree,p,6467,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6467,1624,3,1,96.55,99.58,5.88,93.13 j2p/mushroom,oneR,disctree,p,6467,1624,3,1,98.89,100.00,2.07,97.67 j2p/mushroom,bayes,disctree,p,6466,1625,3,2,95.32,99.18,7.87,91.24 j2p/mushroom,j48,disctree,p,6466,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,3,2,95.32,99.18,7.87,91.24 j2p/mushroom,oneR,disctree,p,6466,1625,3,2,98.22,100.00,3.39,96.37 j2p/mushroom,bayes,disctree,p,6466,1625,3,3,95.63,99.46,7.59,91.68 j2p/mushroom,j48,disctree,p,6466,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,3,3,95.63,99.46,7.59,91.68 j2p/mushroom,oneR,disctree,p,6466,1625,3,3,98.40,100.00,3.07,96.77 j2p/mushroom,bayes,disctree,p,6466,1625,3,4,95.88,99.03,6.67,92.29 j2p/mushroom,j48,disctree,p,6466,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,3,4,95.88,99.03,6.67,92.29 j2p/mushroom,oneR,disctree,p,6466,1625,3,4,98.46,100.00,2.87,96.79 j2p/mushroom,bayes,disctree,p,6499,1592,3,5,95.29,98.71,7.37,91.24 j2p/mushroom,j48,disctree,p,6499,1592,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1592,3,5,95.29,98.71,7.37,91.24 j2p/mushroom,oneR,disctree,p,6499,1592,3,5,98.62,100.00,2.56,97.08 j2p/mushroom,bayes,disctree,p,6463,1624,4,1,95.50,99.20,7.65,91.72 j2p/mushroom,j48,disctree,p,6463,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6463,1624,4,1,95.50,99.20,7.65,91.72 j2p/mushroom,oneR,disctree,p,6463,1624,4,1,98.46,100.00,2.98,96.91 j2p/mushroom,bayes,disctree,p,6462,1625,4,2,95.82,99.16,6.81,91.95 j2p/mushroom,j48,disctree,p,6462,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6462,1625,4,2,95.82,99.16,6.81,91.95 j2p/mushroom,oneR,disctree,p,6462,1625,4,2,98.46,100.00,2.84,96.75 j2p/mushroom,bayes,disctree,p,6462,1625,4,3,95.94,99.17,6.65,92.28 j2p/mushroom,j48,disctree,p,6462,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6462,1625,4,3,95.94,99.17,6.65,92.28 j2p/mushroom,oneR,disctree,p,6462,1625,4,3,98.95,100.00,1.97,97.81 j2p/mushroom,bayes,disctree,p,6462,1625,4,4,95.20,98.62,7.56,91.33 j2p/mushroom,j48,disctree,p,6462,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6462,1625,4,4,95.20,98.62,7.56,91.33 j2p/mushroom,oneR,disctree,p,6462,1625,4,4,98.58,100.00,2.66,97.07 j2p/mushroom,bayes,disctree,p,6499,1588,4,5,95.91,99.72,7.11,91.74 j2p/mushroom,j48,disctree,p,6499,1588,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1588,4,5,95.91,99.72,7.11,91.74 j2p/mushroom,oneR,disctree,p,6499,1588,4,5,98.11,100.00,3.51,96.07 j2p/mushroom,bayes,disctree,p,6461,1624,5,1,95.32,99.03,7.64,91.19 j2p/mushroom,j48,disctree,p,6461,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6461,1624,5,1,95.32,99.03,7.64,91.19 j2p/mushroom,oneR,disctree,p,6461,1624,5,1,98.28,100.00,3.22,96.42 j2p/mushroom,bayes,disctree,p,6460,1625,5,2,95.63,99.72,7.56,91.14 j2p/mushroom,j48,disctree,p,6460,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6460,1625,5,2,95.63,99.72,7.56,91.14 j2p/mushroom,oneR,disctree,p,6460,1625,5,2,98.71,100.00,2.42,97.30 j2p/mushroom,bayes,disctree,p,6460,1625,5,3,95.63,98.09,6.39,92.65 j2p/mushroom,j48,disctree,p,6460,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6460,1625,5,3,95.63,98.09,6.39,92.65 j2p/mushroom,oneR,disctree,p,6460,1625,5,3,98.71,100.00,2.41,97.29 j2p/mushroom,bayes,disctree,p,6460,1625,5,4,95.32,99.16,7.72,91.05 j2p/mushroom,j48,disctree,p,6460,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6460,1625,5,4,95.32,99.16,7.72,91.05 j2p/mushroom,oneR,disctree,p,6460,1625,5,4,98.52,100.00,2.77,96.93 j2p/mushroom,bayes,disctree,p,6499,1586,5,5,96.22,99.18,6.35,93.11 j2p/mushroom,j48,disctree,p,6499,1586,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1586,5,5,96.22,99.18,6.35,93.11 j2p/mushroom,oneR,disctree,p,6499,1586,5,5,98.36,100.00,3.14,96.68 j2p/mushroom,bayes,tbin,p,6470,1624,1,1,96.12,99.18,6.38,92.70 j2p/mushroom,j48,tbin,p,6470,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6470,1624,1,1,96.12,99.18,6.38,92.70 j2p/mushroom,oneR,tbin,p,6470,1624,1,1,98.15,100.00,3.44,96.16 j2p/mushroom,bayes,tbin,p,6469,1625,1,2,95.45,99.06,7.63,91.70 j2p/mushroom,j48,tbin,p,6469,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1625,1,2,95.45,99.06,7.63,91.70 j2p/mushroom,oneR,tbin,p,6469,1625,1,2,98.58,100.00,2.73,97.15 j2p/mushroom,bayes,tbin,p,6469,1625,1,3,96.55,99.72,5.96,93.00 j2p/mushroom,j48,tbin,p,6469,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1625,1,3,96.55,99.72,5.96,93.00 j2p/mushroom,oneR,tbin,p,6469,1625,1,3,99.14,100.00,1.61,98.18 j2p/mushroom,bayes,tbin,p,6469,1625,1,4,94.52,98.27,8.26,89.84 j2p/mushroom,j48,tbin,p,6469,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1625,1,4,94.52,98.27,8.26,89.84 j2p/mushroom,oneR,tbin,p,6469,1625,1,4,98.40,100.00,2.91,96.57 j2p/mushroom,bayes,tbin,p,6499,1595,1,5,94.86,99.03,8.61,90.53 j2p/mushroom,j48,tbin,p,6499,1595,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1595,1,5,94.86,99.03,8.61,90.53 j2p/mushroom,oneR,tbin,p,6499,1595,1,5,98.31,100.00,3.25,96.59 j2p/mushroom,bayes,tbin,p,6486,1624,2,1,95.20,99.06,8.09,91.23 j2p/mushroom,j48,tbin,p,6486,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6486,1624,2,1,95.20,99.06,8.09,91.23 j2p/mushroom,oneR,tbin,p,6486,1624,2,1,98.46,100.00,2.98,96.91 j2p/mushroom,bayes,tbin,p,6485,1625,2,2,95.82,99.30,6.89,91.81 j2p/mushroom,j48,tbin,p,6485,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6485,1625,2,2,95.82,99.30,6.89,91.81 j2p/mushroom,oneR,tbin,p,6485,1625,2,2,98.65,100.00,2.51,97.14 j2p/mushroom,bayes,tbin,p,6485,1625,2,3,95.63,99.30,7.22,91.45 j2p/mushroom,j48,tbin,p,6485,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6485,1625,2,3,95.63,99.30,7.22,91.45 j2p/mushroom,oneR,tbin,p,6485,1625,2,3,98.89,100.00,2.07,97.67 j2p/mushroom,bayes,tbin,p,6485,1625,2,4,95.88,99.04,6.70,92.33 j2p/mushroom,j48,tbin,p,6485,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6485,1625,2,4,95.88,99.04,6.70,92.33 j2p/mushroom,oneR,tbin,p,6485,1625,2,4,98.28,100.00,3.21,96.42 j2p/mushroom,bayes,tbin,p,6499,1611,2,5,95.84,98.50,6.39,92.81 j2p/mushroom,j48,tbin,p,6499,1611,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1611,2,5,95.84,98.50,6.39,92.81 j2p/mushroom,oneR,tbin,p,6499,1611,2,5,98.32,100.00,3.14,96.53 j2p/mushroom,bayes,tbin,p,6474,1624,3,1,96.37,99.60,6.36,92.97 j2p/mushroom,j48,tbin,p,6474,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6474,1624,3,1,96.37,99.60,6.36,92.97 j2p/mushroom,oneR,tbin,p,6474,1624,3,1,98.83,100.00,2.25,97.62 j2p/mushroom,bayes,tbin,p,6473,1625,3,2,95.45,97.84,6.55,92.58 j2p/mushroom,j48,tbin,p,6473,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,3,2,95.45,97.84,6.55,92.58 j2p/mushroom,oneR,tbin,p,6473,1625,3,2,98.34,100.00,3.10,96.55 j2p/mushroom,bayes,tbin,p,6473,1625,3,3,95.63,99.45,7.46,91.52 j2p/mushroom,j48,tbin,p,6473,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,3,3,95.63,99.45,7.46,91.52 j2p/mushroom,oneR,tbin,p,6473,1625,3,3,98.65,100.00,2.57,97.22 j2p/mushroom,bayes,tbin,p,6473,1625,3,4,95.02,99.29,8.23,90.17 j2p/mushroom,j48,tbin,p,6473,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,3,4,95.02,99.29,8.23,90.17 j2p/mushroom,oneR,tbin,p,6473,1625,3,4,98.83,100.00,2.18,97.54 j2p/mushroom,bayes,tbin,p,6499,1599,3,5,95.43,99.00,7.36,91.33 j2p/mushroom,j48,tbin,p,6499,1599,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1599,3,5,95.43,99.00,7.36,91.33 j2p/mushroom,oneR,tbin,p,6499,1599,3,5,98.00,100.00,3.68,95.80 j2p/mushroom,bayes,tbin,p,6463,1624,4,1,95.38,99.60,8.17,91.13 j2p/mushroom,j48,tbin,p,6463,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6463,1624,4,1,95.38,99.60,8.17,91.13 j2p/mushroom,oneR,tbin,p,6463,1624,4,1,98.28,100.00,3.33,96.55 j2p/mushroom,bayes,tbin,p,6462,1625,4,2,95.14,98.73,7.66,90.93 j2p/mushroom,j48,tbin,p,6462,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6462,1625,4,2,95.14,98.73,7.66,90.93 j2p/mushroom,oneR,tbin,p,6462,1625,4,2,99.02,100.00,1.84,97.93 j2p/mushroom,bayes,tbin,p,6462,1625,4,3,95.45,99.33,7.89,91.53 j2p/mushroom,j48,tbin,p,6462,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6462,1625,4,3,95.45,99.33,7.89,91.53 j2p/mushroom,oneR,tbin,p,6462,1625,4,3,98.28,100.00,3.34,96.56 j2p/mushroom,bayes,tbin,p,6462,1625,4,4,95.94,98.72,6.18,92.41 j2p/mushroom,j48,tbin,p,6462,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6462,1625,4,4,95.94,98.72,6.18,92.41 j2p/mushroom,oneR,tbin,p,6462,1625,4,4,98.58,100.00,2.56,96.94 j2p/mushroom,bayes,tbin,p,6499,1588,4,5,95.84,99.00,6.65,92.16 j2p/mushroom,j48,tbin,p,6499,1588,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1588,4,5,95.84,99.00,6.65,92.16 j2p/mushroom,oneR,tbin,p,6499,1588,4,5,98.43,100.00,2.91,96.68 j2p/mushroom,bayes,tbin,p,6467,1624,5,1,96.00,99.17,6.56,92.42 j2p/mushroom,j48,tbin,p,6467,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1624,5,1,96.00,99.17,6.56,92.42 j2p/mushroom,oneR,tbin,p,6467,1624,5,1,98.34,100.00,3.09,96.53 j2p/mushroom,bayes,tbin,p,6466,1625,5,2,96.00,99.28,6.47,92.03 j2p/mushroom,j48,tbin,p,6466,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,5,2,96.00,99.28,6.47,92.03 j2p/mushroom,oneR,tbin,p,6466,1625,5,2,98.46,100.00,2.79,96.68 j2p/mushroom,bayes,tbin,p,6466,1625,5,3,94.77,99.05,8.77,90.33 j2p/mushroom,j48,tbin,p,6466,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,5,3,94.77,99.05,8.77,90.33 j2p/mushroom,oneR,tbin,p,6466,1625,5,3,98.46,100.00,2.97,96.90 j2p/mushroom,bayes,tbin,p,6466,1625,5,4,94.65,98.34,8.31,90.46 j2p/mushroom,j48,tbin,p,6466,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,5,4,94.65,98.34,8.31,90.46 j2p/mushroom,oneR,tbin,p,6466,1625,5,4,98.65,100.00,2.56,97.20 j2p/mushroom,bayes,tbin,p,6499,1592,5,5,96.55,99.32,5.85,93.61 j2p/mushroom,j48,tbin,p,6499,1592,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1592,5,5,96.55,99.32,5.85,93.61 j2p/mushroom,oneR,tbin,p,6499,1592,5,5,98.68,100.00,2.53,97.32 j2p/mushroom,bayes,fayyadIrani,p,6463,1624,1,1,95.50,99.03,7.33,91.57 j2p/mushroom,j48,fayyadIrani,p,6463,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6463,1624,1,1,95.50,99.03,7.33,91.57 j2p/mushroom,oneR,fayyadIrani,p,6463,1624,1,1,98.77,100.00,2.32,97.45 j2p/mushroom,bayes,fayyadIrani,p,6462,1625,1,2,95.94,99.06,6.72,92.62 j2p/mushroom,j48,fayyadIrani,p,6462,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6462,1625,1,2,95.94,99.06,6.72,92.62 j2p/mushroom,oneR,fayyadIrani,p,6462,1625,1,2,98.34,100.00,3.17,96.62 j2p/mushroom,bayes,fayyadIrani,p,6462,1625,1,3,96.37,99.46,6.17,92.99 j2p/mushroom,j48,fayyadIrani,p,6462,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6462,1625,1,3,96.37,99.46,6.17,92.99 j2p/mushroom,oneR,fayyadIrani,p,6462,1625,1,3,98.15,100.00,3.45,96.18 j2p/mushroom,bayes,fayyadIrani,p,6462,1625,1,4,95.14,99.16,8.03,90.68 j2p/mushroom,j48,fayyadIrani,p,6462,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6462,1625,1,4,95.14,99.16,8.03,90.68 j2p/mushroom,oneR,fayyadIrani,p,6462,1625,1,4,98.89,100.00,2.09,97.70 j2p/mushroom,bayes,fayyadIrani,p,6499,1588,1,5,95.09,98.99,7.92,90.60 j2p/mushroom,j48,fayyadIrani,p,6499,1588,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1588,1,5,95.09,98.99,7.92,90.60 j2p/mushroom,oneR,fayyadIrani,p,6499,1588,1,5,98.43,100.00,2.91,96.69 j2p/mushroom,bayes,fayyadIrani,p,6474,1624,2,1,95.63,98.88,6.92,91.80 j2p/mushroom,j48,fayyadIrani,p,6474,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1624,2,1,95.63,98.88,6.92,91.80 j2p/mushroom,oneR,fayyadIrani,p,6474,1624,2,1,98.34,100.00,3.06,96.48 j2p/mushroom,bayes,fayyadIrani,p,6473,1625,2,2,95.20,98.18,7.13,91.50 j2p/mushroom,j48,fayyadIrani,p,6473,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1625,2,2,95.20,98.18,7.13,91.50 j2p/mushroom,oneR,fayyadIrani,p,6473,1625,2,2,98.22,100.00,3.26,96.21 j2p/mushroom,bayes,fayyadIrani,p,6473,1625,2,3,96.06,99.73,7.07,92.33 j2p/mushroom,j48,fayyadIrani,p,6473,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1625,2,3,96.06,99.73,7.07,92.33 j2p/mushroom,oneR,fayyadIrani,p,6473,1625,2,3,98.52,100.00,2.85,97.03 j2p/mushroom,bayes,fayyadIrani,p,6473,1625,2,4,95.32,99.05,7.77,91.36 j2p/mushroom,j48,fayyadIrani,p,6473,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1625,2,4,95.32,99.05,7.77,91.36 j2p/mushroom,oneR,fayyadIrani,p,6473,1625,2,4,98.83,100.00,2.25,97.62 j2p/mushroom,bayes,fayyadIrani,p,6499,1599,2,5,95.62,99.15,7.20,91.67 j2p/mushroom,j48,fayyadIrani,p,6499,1599,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1599,2,5,95.62,99.15,7.20,91.67 j2p/mushroom,oneR,fayyadIrani,p,6499,1599,2,5,98.69,100.00,2.46,97.27 j2p/mushroom,bayes,fayyadIrani,p,6469,1624,3,1,94.95,99.31,8.60,90.39 j2p/mushroom,j48,fayyadIrani,p,6469,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1624,3,1,94.95,99.31,8.60,90.39 j2p/mushroom,oneR,fayyadIrani,p,6469,1624,3,1,98.03,100.00,3.74,96.00 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,3,2,95.14,98.37,7.53,91.52 j2p/mushroom,j48,fayyadIrani,p,6468,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,3,2,95.14,98.37,7.53,91.52 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,3,2,98.28,100.00,3.24,96.46 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,3,3,96.74,99.58,5.49,93.44 j2p/mushroom,j48,fayyadIrani,p,6468,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,3,3,96.74,99.58,5.49,93.44 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,3,3,98.83,100.00,2.15,97.51 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,3,4,96.31,98.73,5.57,93.22 j2p/mushroom,j48,fayyadIrani,p,6468,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,3,4,96.31,98.73,5.57,93.22 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,3,4,99.08,100.00,1.69,98.01 j2p/mushroom,bayes,fayyadIrani,p,6499,1594,3,5,95.04,99.32,8.57,90.75 j2p/mushroom,j48,fayyadIrani,p,6499,1594,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1594,3,5,95.04,99.32,8.57,90.75 j2p/mushroom,oneR,fayyadIrani,p,6499,1594,3,5,98.37,100.00,3.17,96.75 j2p/mushroom,bayes,fayyadIrani,p,6469,1624,4,1,95.07,98.05,7.29,91.44 j2p/mushroom,j48,fayyadIrani,p,6469,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1624,4,1,95.07,98.05,7.29,91.44 j2p/mushroom,oneR,fayyadIrani,p,6469,1624,4,1,98.71,100.00,2.40,97.28 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,4,2,95.45,99.17,7.54,91.34 j2p/mushroom,j48,fayyadIrani,p,6468,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,4,2,95.45,99.17,7.54,91.34 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,4,2,98.58,100.00,2.67,97.07 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,4,3,95.69,98.93,7.06,92.26 j2p/mushroom,j48,fayyadIrani,p,6468,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,4,3,95.69,98.93,7.06,92.26 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,4,3,98.83,100.00,2.25,97.63 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,4,4,96.06,99.73,7.01,92.26 j2p/mushroom,j48,fayyadIrani,p,6468,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,4,4,96.06,99.73,7.01,92.26 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,4,4,98.22,100.00,3.40,96.38 j2p/mushroom,bayes,fayyadIrani,p,6499,1594,4,5,95.67,99.42,7.19,91.34 j2p/mushroom,j48,fayyadIrani,p,6499,1594,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1594,4,5,95.67,99.42,7.19,91.34 j2p/mushroom,oneR,fayyadIrani,p,6499,1594,4,5,98.24,100.00,3.21,96.27 j2p/mushroom,bayes,fayyadIrani,p,6462,1624,5,1,95.20,99.45,8.20,90.66 j2p/mushroom,j48,fayyadIrani,p,6462,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6462,1624,5,1,95.20,99.45,8.20,90.66 j2p/mushroom,oneR,fayyadIrani,p,6462,1624,5,1,98.58,100.00,2.69,97.10 j2p/mushroom,bayes,fayyadIrani,p,6461,1625,5,2,94.89,99.59,8.95,90.10 j2p/mushroom,j48,fayyadIrani,p,6461,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6461,1625,5,2,94.89,99.59,8.95,90.10 j2p/mushroom,oneR,fayyadIrani,p,6461,1625,5,2,97.91,100.00,4.00,95.79 j2p/mushroom,bayes,fayyadIrani,p,6461,1625,5,3,96.43,99.30,5.84,93.07 j2p/mushroom,j48,fayyadIrani,p,6461,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6461,1625,5,3,96.43,99.30,5.84,93.07 j2p/mushroom,oneR,fayyadIrani,p,6461,1625,5,3,98.89,100.00,2.05,97.65 j2p/mushroom,bayes,fayyadIrani,p,6461,1625,5,4,96.00,98.47,5.97,92.93 j2p/mushroom,j48,fayyadIrani,p,6461,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6461,1625,5,4,96.00,98.47,5.97,92.93 j2p/mushroom,oneR,fayyadIrani,p,6461,1625,5,4,98.58,100.00,2.60,96.99 j2p/mushroom,bayes,fayyadIrani,p,6499,1587,5,5,95.90,98.76,6.52,92.77 j2p/mushroom,j48,fayyadIrani,p,6499,1587,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1587,5,5,95.90,98.76,6.52,92.77 j2p/mushroom,oneR,fayyadIrani,p,6499,1587,5,5,98.74,100.00,2.40,97.42 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1847,461,1,1,78.31,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,1,1,97.18,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,1,1,81.56,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,1,1,62.47,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,1,2,80.30,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,1,2,97.62,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,1,2,85.28,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,1,2,64.94,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,1,3,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,1,3,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,1,3,87.88,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,1,3,62.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,1,4,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,1,4,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,1,4,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,1,4,64.72,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,1,5,80.04,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,1,5,96.96,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,1,5,85.03,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,1,5,59.87,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,461,2,1,82.65,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,461,2,1,95.44,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,461,2,1,87.42,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,461,2,1,62.69,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1843,462,2,2,80.95,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,462,2,2,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,462,2,2,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,462,2,2,61.69,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1843,462,2,3,78.14,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,462,2,3,94.16,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,462,2,3,82.47,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,462,2,3,59.74,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1843,462,2,4,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,462,2,4,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,462,2,4,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,462,2,4,59.96,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,458,2,5,81.00,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,458,2,5,97.82,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,458,2,5,85.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,458,2,5,66.16,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,461,3,1,79.83,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,3,1,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,3,1,85.47,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,3,1,62.26,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,3,2,78.57,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,3,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,3,2,83.55,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,3,2,60.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,3,3,81.17,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,3,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,3,3,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,3,3,66.23,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,3,4,80.52,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,3,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,3,4,86.58,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,3,4,60.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,3,5,81.30,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,3,5,96.96,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,3,5,86.09,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,3,5,61.74,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,461,4,1,80.04,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,461,4,1,97.61,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,461,4,1,85.25,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,461,4,1,63.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,2,81.17,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,2,84.63,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,2,64.72,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,3,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,3,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,3,84.20,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,3,62.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,4,79.44,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,4,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,4,84.63,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,4,61.69,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,5,80.95,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,5,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,5,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,5,63.85,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,5,1,81.56,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,5,1,96.53,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,5,1,84.60,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,5,1,65.29,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,5,2,80.74,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,5,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,5,2,84.85,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,5,2,61.04,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,5,3,75.97,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,5,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,5,3,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,5,3,61.90,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,5,4,79.00,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,5,4,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,5,4,84.63,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,5,4,66.23,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,5,5,82.43,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,5,5,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,5,5,86.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,5,5,65.51,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,461,1,1,85.47,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,1,1,94.14,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,1,1,85.47,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,1,1,49.02,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,1,2,87.66,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,1,2,95.02,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,1,2,87.66,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,1,2,49.78,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,1,3,87.88,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,1,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,1,3,87.88,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,1,3,52.38,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,1,4,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,1,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,1,4,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,1,4,49.57,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,460,1,5,87.17,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,1,5,93.48,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,1,5,87.17,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,1,5,48.70,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,461,2,1,86.98,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,2,1,92.19,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,2,1,86.98,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,2,1,52.06,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,2,2,87.45,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,2,2,94.16,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,2,2,87.45,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,2,2,52.60,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,2,3,85.93,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,2,3,90.69,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,2,3,85.93,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,2,3,45.89,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,2,4,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,2,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,2,4,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,2,4,51.95,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,460,2,5,86.74,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,2,5,94.13,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,2,5,86.74,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,2,5,51.74,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,3,1,89.80,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,3,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,3,1,89.80,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,3,1,47.51,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,3,2,83.98,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,3,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,3,2,83.98,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,3,2,48.05,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,3,3,87.23,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,3,3,92.64,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,3,3,87.23,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,3,3,48.70,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,3,4,87.23,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,3,4,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,3,4,87.23,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,3,4,52.16,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,3,5,88.72,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,3,5,94.14,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,3,5,88.72,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,3,5,53.15,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,4,1,85.68,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,4,1,92.19,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,4,1,85.68,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,4,1,47.29,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,2,89.83,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,2,93.72,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,2,89.83,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,2,52.60,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,3,84.63,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,3,84.63,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,3,53.46,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,4,88.74,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,4,88.74,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,4,51.73,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,5,87.88,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,5,95.67,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,5,87.88,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,5,49.13,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1843,461,5,1,85.68,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1843,461,5,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1843,461,5,1,85.68,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1843,461,5,1,49.24,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1842,462,5,2,87.66,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1842,462,5,2,90.48,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1842,462,5,2,87.66,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1842,462,5,2,49.13,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1842,462,5,3,88.74,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1842,462,5,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1842,462,5,3,88.74,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1842,462,5,3,49.78,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1842,462,5,4,84.63,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1842,462,5,4,92.64,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1842,462,5,4,84.63,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1842,462,5,4,48.70,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,457,5,5,88.84,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,457,5,5,95.62,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,457,5,5,88.84,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,457,5,5,52.74,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,1,1,91.11,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,1,1,93.71,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,1,1,91.11,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,1,1,47.29,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,1,2,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,1,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,1,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,1,2,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,1,3,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,1,3,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,1,3,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,1,3,48.05,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,1,4,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,1,4,93.07,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,1,4,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,1,4,51.52,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,1,5,89.37,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,1,5,93.93,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,1,5,89.37,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,1,5,46.20,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,2,1,91.54,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,2,1,94.58,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,2,1,91.54,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,2,1,49.02,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,2,2,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,2,2,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,2,2,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,2,2,47.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,2,3,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,2,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,2,3,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,2,3,52.60,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,2,4,92.42,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,2,4,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,2,4,92.42,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,2,4,52.81,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,2,5,88.94,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,2,5,95.01,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,2,5,88.94,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,2,5,47.94,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,3,1,89.80,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,3,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,3,1,89.80,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,3,1,48.16,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,2,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,2,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,2,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,2,48.70,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,3,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,3,48.05,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,4,87.88,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,4,87.88,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,4,49.78,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,3,5,92.83,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,3,5,95.87,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,3,5,92.83,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,3,5,51.09,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,4,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,4,1,49.89,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,2,91.77,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,2,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,2,91.77,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,2,52.38,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,3,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,3,93.29,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,3,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,3,50.43,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,4,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,4,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,5,89.18,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,5,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,5,89.18,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,5,50.65,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,5,1,88.50,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,5,1,95.44,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,5,1,88.50,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,5,1,50.54,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,5,2,92.86,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,5,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,5,2,92.86,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,5,2,51.08,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,5,3,88.96,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,5,3,93.72,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,5,3,88.96,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,5,3,49.13,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,5,4,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,5,4,93.07,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,5,4,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,5,4,48.48,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,5,5,91.30,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,5,5,95.22,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,5,5,91.30,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,5,5,50.22,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,1,1,92.62,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,1,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,1,1,92.62,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,1,1,68.11,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,1,2,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,1,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,1,2,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,1,2,62.12,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,1,3,89.39,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,1,3,93.51,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,1,3,89.39,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,1,3,66.45,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,1,4,92.21,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,1,4,93.29,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,1,4,92.21,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,1,4,68.40,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,1,5,92.41,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,1,5,95.66,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,1,5,92.41,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,1,5,66.16,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,2,1,91.54,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,2,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,2,1,91.54,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,2,1,67.68,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,2,2,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,2,2,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,2,2,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,2,2,65.58,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,2,3,90.91,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,2,3,92.86,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,2,3,90.91,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,2,3,62.99,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,2,4,91.99,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,2,4,96.54,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,2,4,91.99,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,2,4,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,2,5,90.89,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,2,5,93.71,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,2,5,90.89,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,2,5,65.29,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,3,1,92.62,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,3,1,92.41,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,3,1,92.62,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,3,1,64.64,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,2,89.61,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,2,96.54,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,2,89.61,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,2,69.48,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,3,89.83,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,3,92.42,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,3,89.83,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,3,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,4,93.72,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,4,93.72,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,4,67.53,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,3,5,91.09,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,3,5,95.65,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,3,5,91.09,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,3,5,64.35,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,4,1,90.89,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,4,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,4,1,90.89,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,4,1,69.85,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,2,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,2,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,2,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,3,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,3,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,3,64.50,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,4,92.21,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,4,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,4,92.21,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,4,66.67,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,5,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,5,95.02,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,5,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,5,65.15,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1849,461,5,1,90.89,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1849,461,5,1,95.44,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1849,461,5,1,90.89,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1849,461,5,1,65.29,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,5,2,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,5,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,5,2,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,5,2,65.80,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,5,3,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,5,3,94.16,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,5,3,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,5,3,65.37,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,5,4,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,5,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,5,4,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,5,4,63.85,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,5,5,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,5,5,94.16,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,5,5,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,5,5,68.18,100.00,0.00,100.00 /home/donaldb/var/weka/xval.26675 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,63.41,61.54,35.71,44.44 q2s/sonar,j48,cat,Mine,167,41,1,1,75.61,72.22,21.74,72.22 q2s/sonar,nbk,cat,Mine,167,41,1,1,75.61,70.00,19.05,77.78 q2s/sonar,oneR,cat,Mine,167,41,1,1,60.98,54.17,29.41,72.22 q2s/sonar,bayes,cat,Mine,166,42,1,2,64.29,64.29,35.71,47.37 q2s/sonar,j48,cat,Mine,166,42,1,2,71.43,66.67,23.81,73.68 q2s/sonar,nbk,cat,Mine,166,42,1,2,73.81,72.22,25.00,68.42 q2s/sonar,oneR,cat,Mine,166,42,1,2,69.05,61.54,18.75,84.21 q2s/sonar,bayes,cat,Mine,167,41,1,3,73.17,89.47,40.91,65.38 q2s/sonar,j48,cat,Mine,167,41,1,3,85.37,91.67,23.53,84.62 q2s/sonar,nbk,cat,Mine,167,41,1,3,80.49,95.00,33.33,73.08 q2s/sonar,oneR,cat,Mine,167,41,1,3,56.10,70.00,57.14,53.85 q2s/sonar,bayes,cat,Mine,166,42,1,4,83.33,89.47,21.74,77.27 q2s/sonar,j48,cat,Mine,166,42,1,4,64.29,65.22,36.84,68.18 q2s/sonar,nbk,cat,Mine,166,42,1,4,78.57,76.00,17.65,86.36 q2s/sonar,oneR,cat,Mine,166,42,1,4,66.67,66.67,33.33,72.73 q2s/sonar,bayes,cat,Mine,167,41,1,5,65.85,78.95,45.45,60.00 q2s/sonar,j48,cat,Mine,167,41,1,5,73.17,79.17,35.29,76.00 q2s/sonar,nbk,cat,Mine,167,41,1,5,65.85,76.19,45.00,64.00 q2s/sonar,oneR,cat,Mine,167,41,1,5,73.17,81.82,36.84,72.00 q2s/sonar,bayes,cat,Mine,167,41,2,1,60.98,75.00,48.00,50.00 q2s/sonar,j48,cat,Mine,167,41,2,1,78.05,85.71,30.00,75.00 q2s/sonar,nbk,cat,Mine,167,41,2,1,65.85,72.73,42.11,66.67 q2s/sonar,oneR,cat,Mine,167,41,2,1,73.17,84.21,36.36,66.67 q2s/sonar,bayes,cat,Mine,166,42,2,2,73.81,80.00,29.63,60.00 q2s/sonar,j48,cat,Mine,166,42,2,2,61.90,57.69,31.25,75.00 q2s/sonar,nbk,cat,Mine,166,42,2,2,83.33,84.21,17.39,80.00 q2s/sonar,oneR,cat,Mine,166,42,2,2,66.67,60.71,21.43,85.00 q2s/sonar,bayes,cat,Mine,167,41,2,3,82.93,85.71,20.00,81.82 q2s/sonar,j48,cat,Mine,167,41,2,3,70.73,72.73,31.58,72.73 q2s/sonar,nbk,cat,Mine,167,41,2,3,82.93,77.78,7.14,95.45 q2s/sonar,oneR,cat,Mine,167,41,2,3,46.34,50.00,58.82,54.55 q2s/sonar,bayes,cat,Mine,166,42,2,4,54.76,69.23,51.72,37.50 q2s/sonar,j48,cat,Mine,166,42,2,4,76.19,85.00,31.82,70.83 q2s/sonar,nbk,cat,Mine,166,42,2,4,57.14,68.75,50.00,45.83 q2s/sonar,oneR,cat,Mine,166,42,2,4,66.67,72.73,40.00,66.67 q2s/sonar,bayes,cat,Mine,167,41,2,5,70.73,75.00,32.00,60.00 q2s/sonar,j48,cat,Mine,167,41,2,5,68.29,66.67,30.00,70.00 q2s/sonar,nbk,cat,Mine,167,41,2,5,78.05,82.35,25.00,70.00 q2s/sonar,oneR,cat,Mine,167,41,2,5,70.73,68.18,26.32,75.00 q2s/sonar,bayes,cat,Mine,167,41,3,1,53.66,42.31,26.67,73.33 q2s/sonar,j48,cat,Mine,167,41,3,1,58.54,46.43,15.38,86.67 q2s/sonar,nbk,cat,Mine,167,41,3,1,60.98,48.15,14.29,86.67 q2s/sonar,oneR,cat,Mine,167,41,3,1,46.34,37.93,33.33,73.33 q2s/sonar,bayes,cat,Mine,166,42,3,2,66.67,92.31,44.83,48.00 q2s/sonar,j48,cat,Mine,166,42,3,2,64.29,72.73,45.00,64.00 q2s/sonar,nbk,cat,Mine,166,42,3,2,66.67,86.67,44.44,52.00 q2s/sonar,oneR,cat,Mine,166,42,3,2,57.14,73.33,51.85,44.00 q2s/sonar,bayes,cat,Mine,167,41,3,3,60.98,81.82,63.16,60.00 q2s/sonar,j48,cat,Mine,167,41,3,3,78.05,86.21,41.67,83.33 q2s/sonar,nbk,cat,Mine,167,41,3,3,78.05,92.00,43.75,76.67 q2s/sonar,oneR,cat,Mine,167,41,3,3,73.17,85.19,50.00,76.67 q2s/sonar,bayes,cat,Mine,166,42,3,4,59.52,72.73,45.16,36.36 q2s/sonar,j48,cat,Mine,166,42,3,4,69.05,76.47,36.00,59.09 q2s/sonar,nbk,cat,Mine,166,42,3,4,69.05,84.62,37.93,50.00 q2s/sonar,oneR,cat,Mine,166,42,3,4,71.43,85.71,35.71,54.55 q2s/sonar,bayes,cat,Mine,167,41,3,5,92.68,100.00,12.00,84.21 q2s/sonar,j48,cat,Mine,167,41,3,5,80.49,76.19,15.00,84.21 q2s/sonar,nbk,cat,Mine,167,41,3,5,92.68,90.00,4.76,94.74 q2s/sonar,oneR,cat,Mine,167,41,3,5,73.17,65.38,13.33,89.47 q2s/sonar,bayes,cat,Mine,167,41,4,1,78.05,94.74,36.36,69.23 q2s/sonar,j48,cat,Mine,167,41,4,1,68.29,84.21,45.45,61.54 q2s/sonar,nbk,cat,Mine,167,41,4,1,73.17,89.47,40.91,65.38 q2s/sonar,oneR,cat,Mine,167,41,4,1,65.85,83.33,47.83,57.69 q2s/sonar,bayes,cat,Mine,166,42,4,2,64.29,78.57,42.86,47.83 q2s/sonar,j48,cat,Mine,166,42,4,2,69.05,70.83,33.33,73.91 q2s/sonar,nbk,cat,Mine,166,42,4,2,66.67,76.47,40.00,56.52 q2s/sonar,oneR,cat,Mine,166,42,4,2,59.52,60.71,42.86,73.91 q2s/sonar,bayes,cat,Mine,167,41,4,3,70.73,88.89,43.48,61.54 q2s/sonar,j48,cat,Mine,167,41,4,3,75.61,86.36,36.84,73.08 q2s/sonar,nbk,cat,Mine,167,41,4,3,80.49,95.00,33.33,73.08 q2s/sonar,oneR,cat,Mine,167,41,4,3,60.98,70.83,52.94,65.38 q2s/sonar,bayes,cat,Mine,166,42,4,4,69.05,62.50,26.92,58.82 q2s/sonar,j48,cat,Mine,166,42,4,4,69.05,59.09,20.00,76.47 q2s/sonar,nbk,cat,Mine,166,42,4,4,69.05,59.09,20.00,76.47 q2s/sonar,oneR,cat,Mine,166,42,4,4,66.67,55.56,13.33,88.24 q2s/sonar,bayes,cat,Mine,167,41,4,5,63.41,62.50,36.00,52.63 q2s/sonar,j48,cat,Mine,167,41,4,5,63.41,58.33,29.41,73.68 q2s/sonar,nbk,cat,Mine,167,41,4,5,75.61,69.57,16.67,84.21 q2s/sonar,oneR,cat,Mine,167,41,4,5,65.85,60.87,27.78,73.68 q2s/sonar,bayes,cat,Mine,167,41,5,1,75.61,77.78,26.09,70.00 q2s/sonar,j48,cat,Mine,167,41,5,1,65.85,62.50,29.41,75.00 q2s/sonar,nbk,cat,Mine,167,41,5,1,80.49,80.00,19.05,80.00 q2s/sonar,oneR,cat,Mine,167,41,5,1,75.61,67.86,7.69,95.00 q2s/sonar,bayes,cat,Mine,166,42,5,2,59.52,70.59,48.00,50.00 q2s/sonar,j48,cat,Mine,166,42,5,2,66.67,75.00,40.91,62.50 q2s/sonar,nbk,cat,Mine,166,42,5,2,66.67,75.00,40.91,62.50 q2s/sonar,oneR,cat,Mine,166,42,5,2,59.52,66.67,47.62,58.33 q2s/sonar,bayes,cat,Mine,167,41,5,3,78.05,83.33,26.09,71.43 q2s/sonar,j48,cat,Mine,167,41,5,3,68.29,66.67,29.41,76.19 q2s/sonar,nbk,cat,Mine,167,41,5,3,75.61,73.91,22.22,80.95 q2s/sonar,oneR,cat,Mine,167,41,5,3,56.10,57.14,45.00,57.14 q2s/sonar,bayes,cat,Mine,166,42,5,4,50.00,57.14,53.57,34.78 q2s/sonar,j48,cat,Mine,166,42,5,4,78.57,81.82,25.00,78.26 q2s/sonar,nbk,cat,Mine,166,42,5,4,57.14,64.71,48.00,47.83 q2s/sonar,oneR,cat,Mine,166,42,5,4,69.05,75.00,36.36,65.22 q2s/sonar,bayes,cat,Mine,167,41,5,5,65.85,76.47,41.67,56.52 q2s/sonar,j48,cat,Mine,167,41,5,5,68.29,70.83,35.29,73.91 q2s/sonar,nbk,cat,Mine,167,41,5,5,65.85,76.47,41.67,56.52 q2s/sonar,oneR,cat,Mine,167,41,5,5,58.54,65.00,47.62,56.52 q2s/sonar,bayes,disctree,,167,41,1,1,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,1,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,1,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,1,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,2,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,2,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,2,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,2,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,3,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,3,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,3,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,3,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,4,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,4,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,4,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,4,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,5,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,5,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,5,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,5,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,1,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,1,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,1,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,1,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,2,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,2,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,2,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,2,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,3,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,3,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,3,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,3,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,4,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,4,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,4,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,4,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,5,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,5,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,5,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,5,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,1,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,1,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,1,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,1,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,2,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,2,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,2,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,2,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,3,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,3,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,3,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,3,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,4,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,4,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,4,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,4,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,5,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,5,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,5,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,5,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,1,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,1,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,1,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,1,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,2,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,2,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,2,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,2,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,3,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,3,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,3,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,3,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,4,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,4,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,4,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,4,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,5,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,5,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,5,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,5,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,1,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,1,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,1,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,1,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,2,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,2,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,2,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,2,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,3,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,3,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,3,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,3,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,4,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,4,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,4,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,4,58.54,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,5,65.85,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,5,68.29,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,5,65.85,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,5,58.54,50.00,50.00,50.00 q2s/sonar,bayes,tbin,Mine,167,41,1,1,87.80,80.00,4.76,94.12 q2s/sonar,j48,tbin,Mine,167,41,1,1,70.73,60.87,16.67,82.35 q2s/sonar,nbk,tbin,Mine,167,41,1,1,87.80,80.00,4.76,94.12 q2s/sonar,oneR,tbin,Mine,167,41,1,1,73.17,65.00,19.05,76.47 q2s/sonar,bayes,tbin,Mine,166,42,1,2,76.19,84.21,30.43,69.57 q2s/sonar,j48,tbin,Mine,166,42,1,2,69.05,70.83,33.33,73.91 q2s/sonar,nbk,tbin,Mine,166,42,1,2,76.19,84.21,30.43,69.57 q2s/sonar,oneR,tbin,Mine,166,42,1,2,71.43,78.95,34.78,65.22 q2s/sonar,bayes,tbin,Mine,167,41,1,3,68.29,80.95,45.00,65.38 q2s/sonar,j48,tbin,Mine,167,41,1,3,65.85,77.27,47.37,65.38 q2s/sonar,nbk,tbin,Mine,167,41,1,3,68.29,80.95,45.00,65.38 q2s/sonar,oneR,tbin,Mine,167,41,1,3,70.73,79.17,41.18,73.08 q2s/sonar,bayes,tbin,Mine,166,42,1,4,71.43,72.00,29.41,78.26 q2s/sonar,j48,tbin,Mine,166,42,1,4,59.52,60.71,42.86,73.91 q2s/sonar,nbk,tbin,Mine,166,42,1,4,71.43,72.00,29.41,78.26 q2s/sonar,oneR,tbin,Mine,166,42,1,4,61.90,61.29,36.36,82.61 q2s/sonar,bayes,tbin,Mine,167,41,1,5,78.05,76.00,18.75,86.36 q2s/sonar,j48,tbin,Mine,167,41,1,5,68.29,64.52,20.00,90.91 q2s/sonar,nbk,tbin,Mine,167,41,1,5,78.05,76.00,18.75,86.36 q2s/sonar,oneR,tbin,Mine,167,41,1,5,65.85,65.38,33.33,77.27 q2s/sonar,bayes,tbin,Mine,167,41,2,1,82.93,84.21,18.18,80.00 q2s/sonar,j48,tbin,Mine,167,41,2,1,80.49,80.00,19.05,80.00 q2s/sonar,nbk,tbin,Mine,167,41,2,1,82.93,84.21,18.18,80.00 q2s/sonar,oneR,tbin,Mine,167,41,2,1,75.61,72.73,21.05,80.00 q2s/sonar,bayes,tbin,Mine,166,42,2,2,59.52,81.82,65.00,58.06 q2s/sonar,j48,tbin,Mine,166,42,2,2,54.76,77.27,70.00,54.84 q2s/sonar,nbk,tbin,Mine,166,42,2,2,59.52,81.82,65.00,58.06 q2s/sonar,oneR,tbin,Mine,166,42,2,2,69.05,82.14,57.14,74.19 q2s/sonar,bayes,tbin,Mine,167,41,2,3,75.61,62.96,0.00,100.00 q2s/sonar,j48,tbin,Mine,167,41,2,3,73.17,61.54,6.67,94.12 q2s/sonar,nbk,tbin,Mine,167,41,2,3,75.61,62.96,0.00,100.00 q2s/sonar,oneR,tbin,Mine,167,41,2,3,70.73,59.26,7.14,94.12 q2s/sonar,bayes,tbin,Mine,166,42,2,4,66.67,78.95,43.48,60.00 q2s/sonar,j48,tbin,Mine,166,42,2,4,59.52,70.00,50.00,56.00 q2s/sonar,nbk,tbin,Mine,166,42,2,4,66.67,78.95,43.48,60.00 q2s/sonar,oneR,tbin,Mine,166,42,2,4,61.90,69.57,47.37,64.00 q2s/sonar,bayes,tbin,Mine,167,41,2,5,80.49,69.57,5.56,94.12 q2s/sonar,j48,tbin,Mine,167,41,2,5,68.29,59.09,21.05,76.47 q2s/sonar,nbk,tbin,Mine,167,41,2,5,80.49,69.57,5.56,94.12 q2s/sonar,oneR,tbin,Mine,167,41,2,5,73.17,68.75,24.00,64.71 q2s/sonar,bayes,tbin,Mine,167,41,3,1,70.73,73.08,33.33,79.17 q2s/sonar,j48,tbin,Mine,167,41,3,1,68.29,66.67,25.00,91.67 q2s/sonar,nbk,tbin,Mine,167,41,3,1,70.73,73.08,33.33,79.17 q2s/sonar,oneR,tbin,Mine,167,41,3,1,68.29,68.97,33.33,83.33 q2s/sonar,bayes,tbin,Mine,166,42,3,2,92.86,90.91,5.00,95.24 q2s/sonar,j48,tbin,Mine,166,42,3,2,64.29,63.64,35.00,66.67 q2s/sonar,nbk,tbin,Mine,166,42,3,2,92.86,90.91,5.00,95.24 q2s/sonar,oneR,tbin,Mine,166,42,3,2,66.67,65.22,31.58,71.43 q2s/sonar,bayes,tbin,Mine,167,41,3,3,80.49,80.00,19.05,80.00 q2s/sonar,j48,tbin,Mine,167,41,3,3,65.85,62.50,29.41,75.00 q2s/sonar,nbk,tbin,Mine,167,41,3,3,80.49,80.00,19.05,80.00 q2s/sonar,oneR,tbin,Mine,167,41,3,3,75.61,70.83,17.65,85.00 q2s/sonar,bayes,tbin,Mine,166,42,3,4,73.81,76.00,29.41,79.17 q2s/sonar,j48,tbin,Mine,166,42,3,4,59.52,68.42,47.83,54.17 q2s/sonar,nbk,tbin,Mine,166,42,3,4,73.81,76.00,29.41,79.17 q2s/sonar,oneR,tbin,Mine,166,42,3,4,69.05,76.19,38.10,66.67 q2s/sonar,bayes,tbin,Mine,167,41,3,5,70.73,72.73,31.58,72.73 q2s/sonar,j48,tbin,Mine,167,41,3,5,75.61,80.00,28.57,72.73 q2s/sonar,nbk,tbin,Mine,167,41,3,5,70.73,72.73,31.58,72.73 q2s/sonar,oneR,tbin,Mine,167,41,3,5,73.17,76.19,30.00,72.73 q2s/sonar,bayes,tbin,Mine,167,41,4,1,68.29,62.96,21.43,85.00 q2s/sonar,j48,tbin,Mine,167,41,4,1,63.41,57.58,12.50,95.00 q2s/sonar,nbk,tbin,Mine,167,41,4,1,68.29,62.96,21.43,85.00 q2s/sonar,oneR,tbin,Mine,167,41,4,1,65.85,60.71,23.08,85.00 q2s/sonar,bayes,tbin,Mine,166,42,4,2,71.43,70.83,27.78,77.27 q2s/sonar,j48,tbin,Mine,166,42,4,2,78.57,74.07,13.33,90.91 q2s/sonar,nbk,tbin,Mine,166,42,4,2,71.43,70.83,27.78,77.27 q2s/sonar,oneR,tbin,Mine,166,42,4,2,71.43,72.73,30.00,72.73 q2s/sonar,bayes,tbin,Mine,167,41,4,3,78.05,86.96,33.33,76.92 q2s/sonar,j48,tbin,Mine,167,41,4,3,70.73,85.00,42.86,65.38 q2s/sonar,nbk,tbin,Mine,167,41,4,3,78.05,86.96,33.33,76.92 q2s/sonar,oneR,tbin,Mine,167,41,4,3,68.29,84.21,45.45,61.54 q2s/sonar,bayes,tbin,Mine,166,42,4,4,76.19,73.68,21.74,73.68 q2s/sonar,j48,tbin,Mine,166,42,4,4,71.43,65.22,21.05,78.95 q2s/sonar,nbk,tbin,Mine,166,42,4,4,76.19,73.68,21.74,73.68 q2s/sonar,oneR,tbin,Mine,166,42,4,4,73.81,68.18,20.00,78.95 q2s/sonar,bayes,tbin,Mine,167,41,4,5,85.37,84.62,13.33,91.67 q2s/sonar,j48,tbin,Mine,167,41,4,5,70.73,75.00,35.29,75.00 q2s/sonar,nbk,tbin,Mine,167,41,4,5,85.37,84.62,13.33,91.67 q2s/sonar,oneR,tbin,Mine,167,41,4,5,68.29,68.97,33.33,83.33 q2s/sonar,bayes,tbin,Mine,167,41,5,1,80.49,69.57,5.56,94.12 q2s/sonar,j48,tbin,Mine,167,41,5,1,65.85,55.56,14.29,88.24 q2s/sonar,nbk,tbin,Mine,167,41,5,1,80.49,69.57,5.56,94.12 q2s/sonar,oneR,tbin,Mine,167,41,5,1,65.85,55.56,14.29,88.24 q2s/sonar,bayes,tbin,Mine,166,42,5,2,69.05,85.00,45.45,62.96 q2s/sonar,j48,tbin,Mine,166,42,5,2,73.81,80.77,37.50,77.78 q2s/sonar,nbk,tbin,Mine,166,42,5,2,69.05,85.00,45.45,62.96 q2s/sonar,oneR,tbin,Mine,166,42,5,2,73.81,86.36,40.00,70.37 q2s/sonar,bayes,tbin,Mine,167,41,5,3,80.49,93.33,26.92,66.67 q2s/sonar,j48,tbin,Mine,167,41,5,3,68.29,75.00,36.00,57.14 q2s/sonar,nbk,tbin,Mine,167,41,5,3,80.49,93.33,26.92,66.67 q2s/sonar,oneR,tbin,Mine,167,41,5,3,60.98,63.16,40.91,57.14 q2s/sonar,bayes,tbin,Mine,166,42,5,4,66.67,68.00,35.29,73.91 q2s/sonar,j48,tbin,Mine,166,42,5,4,69.05,67.86,28.57,82.61 q2s/sonar,nbk,tbin,Mine,166,42,5,4,66.67,68.00,35.29,73.91 q2s/sonar,oneR,tbin,Mine,166,42,5,4,66.67,68.00,35.29,73.91 q2s/sonar,bayes,tbin,Mine,167,41,5,5,78.05,76.00,18.75,86.36 q2s/sonar,j48,tbin,Mine,167,41,5,5,68.29,71.43,35.00,68.18 q2s/sonar,nbk,tbin,Mine,167,41,5,5,78.05,76.00,18.75,86.36 q2s/sonar,oneR,tbin,Mine,167,41,5,5,63.41,64.00,37.50,72.73 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,87.80,84.62,6.67,95.65 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,85.37,100.00,25.00,73.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,87.80,84.62,6.67,95.65 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,80.49,80.00,18.75,86.96 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,80.95,81.82,20.00,81.82 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,80.95,79.17,16.67,86.36 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,80.95,81.82,20.00,81.82 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,76.19,77.27,25.00,77.27 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,82.93,84.00,18.75,87.50 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,82.93,84.00,18.75,87.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,82.93,84.00,18.75,87.50 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,75.61,79.17,29.41,79.17 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,83.33,80.65,9.09,96.15 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,83.33,82.76,15.38,92.31 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,83.33,80.65,9.09,96.15 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,76.19,76.67,25.00,88.46 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,87.80,86.67,11.54,81.25 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,75.61,68.75,20.00,68.75 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,87.80,86.67,11.54,81.25 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,70.73,60.00,19.05,75.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,1,85.37,88.89,17.39,80.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,1,80.49,83.33,21.74,75.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,1,85.37,88.89,17.39,80.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,1,75.61,77.78,26.09,70.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,2,88.10,81.82,5.00,94.74 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,2,78.57,70.83,11.11,89.47 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,2,88.10,81.82,5.00,94.74 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,2,88.10,81.82,5.00,94.74 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,3,82.93,88.46,26.67,85.19 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,3,80.49,85.19,28.57,85.19 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,3,82.93,88.46,26.67,85.19 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,3,78.05,87.50,35.29,77.78 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,4,85.71,85.71,14.29,92.31 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,4,73.81,80.00,35.29,76.92 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,4,85.71,85.71,14.29,92.31 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,4,66.67,71.43,42.86,76.92 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,5,82.93,75.00,5.88,94.74 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,5,80.49,72.00,6.25,94.74 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,5,82.93,75.00,5.88,94.74 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,5,73.17,64.29,7.69,94.74 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,85.37,80.95,10.00,89.47 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,80.49,76.19,15.00,84.21 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,85.37,80.95,10.00,89.47 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,68.29,62.50,23.53,78.95 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,83.33,85.19,20.00,88.46 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,76.19,80.77,31.25,80.77 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,83.33,85.19,20.00,88.46 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,76.19,78.57,28.57,84.62 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,92.68,87.50,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,85.37,85.71,15.00,85.71 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,92.68,87.50,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,82.93,81.82,15.79,85.71 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,90.48,86.36,5.00,95.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,66.67,63.64,30.00,70.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,90.48,86.36,5.00,95.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,61.90,58.33,33.33,70.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,80.49,86.36,26.32,79.17 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,85.37,87.50,17.65,87.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,80.49,86.36,26.32,79.17 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,78.05,82.61,27.78,79.17 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,90.24,88.46,6.67,95.83 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,82.93,84.00,18.75,87.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,90.24,88.46,6.67,95.83 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,78.05,77.78,21.43,87.50 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,66.67,65.00,31.82,65.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,69.05,70.59,32.00,60.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,66.67,65.00,31.82,65.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,54.76,52.38,42.86,55.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,78.05,78.26,22.22,81.82 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,82.93,80.00,12.50,90.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,78.05,78.26,22.22,81.82 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,70.73,70.83,29.41,77.27 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,92.86,95.45,10.00,91.30 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,78.57,88.89,29.17,69.57 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,92.86,95.45,10.00,91.30 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,80.95,82.61,21.05,82.61 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,92.68,91.30,5.56,95.45 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,78.05,78.26,22.22,81.82 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,92.68,91.30,5.56,95.45 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,80.49,79.17,17.65,86.36 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,85.37,85.19,14.29,92.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,85.37,88.00,18.75,88.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,85.37,85.19,14.29,92.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,73.17,75.00,30.77,84.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,80.95,95.24,33.33,74.07 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,76.19,84.00,35.29,77.78 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,80.95,95.24,33.33,74.07 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,71.43,82.61,42.11,70.37 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,80.49,72.73,10.53,88.89 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,82.93,76.19,10.00,88.89 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,80.49,72.73,10.53,88.89 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,73.17,65.22,16.67,83.33 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,90.48,90.48,9.52,90.48 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,95.24,91.30,0.00,100.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,90.48,90.48,9.52,90.48 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,76.19,73.91,21.05,80.95 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,90.24,82.61,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,80.49,78.95,18.18,78.95 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,90.24,82.61,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,85.37,78.26,5.56,94.74 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,547,136,1,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,1,86.76,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,1,38.24,40.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,2,89.05,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,2,86.86,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,2,89.05,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,2,32.12,0.00,75.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,3,41.91,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,4,96.35,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,4,94.89,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,4,96.35,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,4,40.88,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,5,96.32,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,5,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,1,38.24,0.00,81.82,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,2,87.59,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,2,39.42,22.22,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,3,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,3,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,3,34.56,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,4,93.43,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,4,35.77,20.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,5,41.91,0.00,66.67,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,1,36.76,0.00,66.67,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,2,95.62,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,2,95.62,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,2,95.62,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,2,37.96,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,3,89.71,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,3,86.76,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,3,89.71,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,3,40.44,0.00,60.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,4,93.43,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,4,34.31,0.00,80.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,5,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,5,40.44,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,1,38.97,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,2,32.85,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,3,36.76,0.00,75.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,4,89.05,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,4,89.05,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,4,39.42,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,5,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,5,39.71,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,1,39.71,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,2,87.59,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,2,35.77,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,3,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,4,85.40,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,4,37.96,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,5,38.24,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,1,33.82,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,2,35.77,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,3,35.29,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,4,85.40,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,4,37.23,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,5,94.85,0.00,0.00,0.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,5,93.38,0.00,0.00,0.00 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q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,3,39.71,0.00,0.00,0.00 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,546,137,3,4,37.96,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,3,5,89.71,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,3,5,85.29,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,5,89.71,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,5,38.24,33.33,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,1,36.76,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,2,94.16,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,2,95.62,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,2,94.16,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,2,45.26,40.00,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,3,36.76,0.00,66.67,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,4,88.32,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,4,88.32,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,4,35.04,0.00,50.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,5,40.44,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,1,94.85,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,1,41.18,0.00,77.78,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,2,94.16,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,2,94.16,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,2,36.50,25.00,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,3,87.50,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,3,36.03,0.00,85.71,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,4,95.62,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,4,95.62,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,4,43.80,37.50,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,5,88.97,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,5,86.03,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,5,88.97,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,5,36.76,25.00,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,1,36.76,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,2,38.69,0.00,100.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,3,97.06,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,3,95.59,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,3,97.06,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,3,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,4,41.61,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,5,34.56,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,1,32.35,0.00,57.14,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,2,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,2,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,2,37.23,0.00,77.78,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,3,35.29,20.00,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,5,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,5,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,1,40.44,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,2,87.59,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,2,37.23,0.00,55.56,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,3,33.82,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,4,86.86,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,4,41.61,28.57,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,5,38.24,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,136,4,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,136,4,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,136,4,1,40.44,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,544,137,4,2,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,544,137,4,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,544,137,4,2,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,544,137,4,2,37.23,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,136,4,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,136,4,3,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,136,4,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,136,4,3,40.44,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,544,137,4,4,87.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,544,137,4,4,85.40,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,544,137,4,4,87.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,544,137,4,4,39.42,0.00,83.33,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,135,4,5,95.56,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,135,4,5,94.81,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,135,4,5,95.56,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,135,4,5,36.30,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,1,41.18,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,2,93.43,0.00,0.00,0.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,2,93.43,0.00,0.00,0.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,2,93.43,0.00,0.00,0.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,2,36.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,3,40.44,0.00,71.43,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,4,87.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,4,88.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,4,87.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,4,31.39,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,5,83.82,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,5,37.50,0.00,0.00,0.00 /home/donaldb/var/weka/xval.4630 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2548,637,1,1,95.13,96.24,0.68,99.22 q2s/splice,j48,cat,IE,2548,637,1,1,92.46,96.75,5.92,92.97 q2s/splice,nbk,cat,IE,2548,637,1,1,95.13,96.24,0.68,99.22 q2s/splice,oneR,cat,IE,2548,637,1,1,24.18,0.00,47.08,0.00 q2s/splice,bayes,cat,IE,2547,638,1,2,94.51,96.10,2.84,97.37 q2s/splice,j48,cat,IE,2547,638,1,2,92.63,97.30,6.67,93.51 q2s/splice,nbk,cat,IE,2547,638,1,2,94.51,96.10,2.84,97.37 q2s/splice,oneR,cat,IE,2547,638,1,2,23.82,100.00,51.16,2.52 q2s/splice,bayes,cat,IE,2547,638,1,3,95.14,96.36,3.70,96.95 q2s/splice,j48,cat,IE,2547,638,1,3,93.26,99.32,8.72,91.82 q2s/splice,nbk,cat,IE,2547,638,1,3,95.14,96.36,3.70,96.95 q2s/splice,oneR,cat,IE,2547,638,1,3,21.79,0.00,54.43,0.00 q2s/splice,bayes,cat,IE,2547,638,1,4,96.24,99.35,1.27,98.72 q2s/splice,j48,cat,IE,2547,638,1,4,95.30,98.06,2.44,97.44 q2s/splice,nbk,cat,IE,2547,638,1,4,96.24,99.35,1.27,98.72 q2s/splice,oneR,cat,IE,2547,638,1,4,26.33,100.00,48.44,1.90 q2s/splice,bayes,cat,IE,2551,634,1,5,95.11,96.45,1.97,97.84 q2s/splice,j48,cat,IE,2551,634,1,5,95.58,98.54,4.24,95.07 q2s/splice,nbk,cat,IE,2551,634,1,5,95.11,96.45,1.97,97.84 q2s/splice,oneR,cat,IE,2551,634,1,5,25.71,100.00,46.84,2.08 q2s/splice,bayes,cat,IE,2551,637,2,1,95.29,96.79,2.19,98.05 q2s/splice,j48,cat,IE,2551,637,2,1,92.15,94.67,9.66,91.03 q2s/splice,nbk,cat,IE,2551,637,2,1,95.29,96.79,2.19,98.05 q2s/splice,oneR,cat,IE,2551,637,2,1,22.92,100.00,52.51,2.48 q2s/splice,bayes,cat,IE,2550,638,2,2,95.77,96.73,0.70,99.33 q2s/splice,j48,cat,IE,2550,638,2,2,94.36,96.03,1.40,98.64 q2s/splice,nbk,cat,IE,2550,638,2,2,95.77,96.73,0.70,99.33 q2s/splice,oneR,cat,IE,2550,638,2,2,23.82,100.00,50.00,1.97 q2s/splice,bayes,cat,IE,2550,638,2,3,95.45,96.43,4.43,95.07 q2s/splice,j48,cat,IE,2550,638,2,3,93.73,96.27,6.67,92.14 q2s/splice,nbk,cat,IE,2550,638,2,3,95.45,96.43,4.43,95.07 q2s/splice,oneR,cat,IE,2550,638,2,3,25.71,100.00,46.71,1.39 q2s/splice,bayes,cat,IE,2550,638,2,4,96.08,97.84,1.24,98.55 q2s/splice,j48,cat,IE,2550,638,2,4,94.04,98.53,3.59,95.71 q2s/splice,nbk,cat,IE,2550,638,2,4,96.08,97.84,1.24,98.55 q2s/splice,oneR,cat,IE,2550,638,2,4,26.18,100.00,46.28,0.69 q2s/splice,bayes,cat,IE,2551,637,2,5,94.51,97.52,1.45,98.74 q2s/splice,j48,cat,IE,2551,637,2,5,90.74,100.00,10.76,89.10 q2s/splice,nbk,cat,IE,2551,637,2,5,94.51,97.52,1.45,98.74 q2s/splice,oneR,cat,IE,2551,637,2,5,23.08,0.00,53.18,0.00 q2s/splice,bayes,cat,IE,2548,637,3,1,95.45,98.66,2.04,98.00 q2s/splice,j48,cat,IE,2548,637,3,1,93.72,95.86,6.37,93.29 q2s/splice,nbk,cat,IE,2548,637,3,1,95.45,98.66,2.04,98.00 q2s/splice,oneR,cat,IE,2548,637,3,1,24.65,100.00,49.84,1.92 q2s/splice,bayes,cat,IE,2547,638,3,2,95.14,95.17,1.88,97.87 q2s/splice,j48,cat,IE,2547,638,3,2,92.79,97.12,4.76,94.41 q2s/splice,nbk,cat,IE,2547,638,3,2,95.14,95.17,1.88,97.87 q2s/splice,oneR,cat,IE,2547,638,3,2,26.96,100.00,46.06,0.68 q2s/splice,bayes,cat,IE,2547,638,3,3,94.67,97.62,3.50,97.04 q2s/splice,j48,cat,IE,2547,638,3,3,93.42,97.56,8.61,92.49 q2s/splice,nbk,cat,IE,2547,638,3,3,94.67,97.62,3.50,97.04 q2s/splice,oneR,cat,IE,2547,638,3,3,22.88,100.00,54.69,0.57 q2s/splice,bayes,cat,IE,2547,638,3,4,96.08,98.58,0.75,99.29 q2s/splice,j48,cat,IE,2547,638,3,4,94.36,100.00,2.96,97.18 q2s/splice,nbk,cat,IE,2547,638,3,4,96.08,98.58,0.75,99.29 q2s/splice,oneR,cat,IE,2547,638,3,4,21.16,100.00,51.62,0.69 q2s/splice,bayes,cat,IE,2551,634,3,5,95.90,97.20,0.66,99.29 q2s/splice,j48,cat,IE,2551,634,3,5,95.43,94.59,0.66,99.29 q2s/splice,nbk,cat,IE,2551,634,3,5,95.90,97.20,0.66,99.29 q2s/splice,oneR,cat,IE,2551,634,3,5,25.55,100.00,47.02,1.39 q2s/splice,bayes,cat,IE,2548,637,4,1,94.98,96.43,1.20,98.54 q2s/splice,j48,cat,IE,2548,637,4,1,92.62,95.59,5.23,93.53 q2s/splice,nbk,cat,IE,2548,637,4,1,94.98,96.43,1.20,98.54 q2s/splice,oneR,cat,IE,2548,637,4,1,27.79,100.00,44.59,2.10 q2s/splice,bayes,cat,IE,2547,638,4,2,95.30,96.58,1.42,98.60 q2s/splice,j48,cat,IE,2547,638,4,2,94.51,97.28,3.42,96.62 q2s/splice,nbk,cat,IE,2547,638,4,2,95.30,96.58,1.42,98.60 q2s/splice,oneR,cat,IE,2547,638,4,2,23.35,100.00,50.00,1.34 q2s/splice,bayes,cat,IE,2547,638,4,3,96.55,99.27,1.44,98.55 q2s/splice,j48,cat,IE,2547,638,4,3,94.04,100.00,7.33,92.03 q2s/splice,nbk,cat,IE,2547,638,4,3,96.55,99.27,1.44,98.55 q2s/splice,oneR,cat,IE,2547,638,4,3,22.57,100.00,49.47,1.42 q2s/splice,bayes,cat,IE,2547,638,4,4,95.61,96.79,1.30,98.69 q2s/splice,j48,cat,IE,2547,638,4,4,93.73,96.77,2.58,97.40 q2s/splice,nbk,cat,IE,2547,638,4,4,95.61,96.79,1.30,98.69 q2s/splice,oneR,cat,IE,2547,638,4,4,25.39,100.00,49.69,1.25 q2s/splice,bayes,cat,IE,2551,634,4,5,95.11,96.53,3.03,97.66 q2s/splice,j48,cat,IE,2551,634,4,5,93.38,99.36,7.28,93.41 q2s/splice,nbk,cat,IE,2551,634,4,5,95.11,96.53,3.03,97.66 q2s/splice,oneR,cat,IE,2551,634,4,5,22.40,100.00,55.10,0.57 q2s/splice,bayes,cat,IE,2549,637,5,1,95.13,96.93,2.08,98.14 q2s/splice,j48,cat,IE,2549,637,5,1,92.46,97.40,6.58,93.75 q2s/splice,nbk,cat,IE,2549,637,5,1,95.13,96.93,2.08,98.14 q2s/splice,oneR,cat,IE,2549,637,5,1,23.86,0.00,52.05,0.00 q2s/splice,bayes,cat,IE,2548,638,5,2,96.71,99.32,1.35,98.64 q2s/splice,j48,cat,IE,2548,638,5,2,93.42,98.54,5.77,93.75 q2s/splice,nbk,cat,IE,2548,638,5,2,96.71,99.32,1.35,98.64 q2s/splice,oneR,cat,IE,2548,638,5,2,24.29,100.00,49.50,1.97 q2s/splice,bayes,cat,IE,2548,638,5,3,95.30,96.67,0.00,100.00 q2s/splice,j48,cat,IE,2548,638,5,3,94.20,97.22,4.32,95.89 q2s/splice,nbk,cat,IE,2548,638,5,3,95.30,96.67,0.00,100.00 q2s/splice,oneR,cat,IE,2548,638,5,3,21.79,100.00,52.10,1.32 q2s/splice,bayes,cat,IE,2548,638,5,4,94.36,94.56,3.29,96.53 q2s/splice,j48,cat,IE,2548,638,5,4,94.36,97.20,4.35,95.21 q2s/splice,nbk,cat,IE,2548,638,5,4,94.36,94.56,3.29,96.53 q2s/splice,oneR,cat,IE,2548,638,5,4,26.02,100.00,47.08,2.03 q2s/splice,bayes,cat,IE,2551,635,5,5,95.43,96.58,1.27,98.60 q2s/splice,j48,cat,IE,2551,635,5,5,93.54,97.84,4.29,95.10 q2s/splice,nbk,cat,IE,2551,635,5,5,95.43,96.58,1.27,98.60 q2s/splice,oneR,cat,IE,2551,635,5,5,25.67,100.00,48.06,1.32 q2s/splice,bayes,disctree,IE,2546,637,1,1,95.45,98.15,2.92,97.55 q2s/splice,j48,disctree,IE,2546,637,1,1,93.88,96.23,4.96,95.62 q2s/splice,nbk,disctree,IE,2546,637,1,1,95.45,98.15,2.92,97.55 q2s/splice,oneR,disctree,IE,2546,637,1,1,22.61,100.00,54.02,0.59 q2s/splice,bayes,disctree,IE,2545,638,1,2,93.42,95.24,3.62,96.55 q2s/splice,j48,disctree,IE,2545,638,1,2,93.73,96.45,4.05,95.77 q2s/splice,nbk,disctree,IE,2545,638,1,2,93.42,95.24,3.62,96.55 q2s/splice,oneR,disctree,IE,2545,638,1,2,23.35,100.00,49.83,0.68 q2s/splice,bayes,disctree,IE,2545,638,1,3,95.45,95.36,1.54,98.63 q2s/splice,j48,disctree,IE,2545,638,1,3,93.73,97.18,5.63,94.52 q2s/splice,nbk,disctree,IE,2545,638,1,3,95.45,95.36,1.54,98.63 q2s/splice,oneR,disctree,IE,2545,638,1,3,22.10,100.00,51.57,1.33 q2s/splice,bayes,disctree,IE,2545,638,1,4,95.14,96.50,1.20,98.57 q2s/splice,j48,disctree,IE,2545,638,1,4,93.57,95.89,1.79,97.90 q2s/splice,nbk,disctree,IE,2545,638,1,4,95.14,96.50,1.20,98.57 q2s/splice,oneR,disctree,IE,2545,638,1,4,27.59,100.00,45.28,1.37 q2s/splice,bayes,disctree,IE,2551,632,1,5,96.20,98.63,1.27,98.63 q2s/splice,j48,disctree,IE,2551,632,1,5,94.94,99.29,4.88,94.56 q2s/splice,nbk,disctree,IE,2551,632,1,5,96.20,98.63,1.27,98.63 q2s/splice,oneR,disctree,IE,2551,632,1,5,25.79,100.00,48.23,1.32 q2s/splice,bayes,disctree,IE,2549,637,2,1,96.23,96.97,1.32,98.46 q2s/splice,j48,disctree,IE,2549,637,2,1,95.13,99.24,1.30,98.50 q2s/splice,nbk,disctree,IE,2549,637,2,1,96.23,96.97,1.32,98.46 q2s/splice,oneR,disctree,IE,2549,637,2,1,24.96,100.00,45.86,1.48 q2s/splice,bayes,disctree,IE,2548,638,2,2,95.61,99.40,1.56,98.81 q2s/splice,j48,disctree,IE,2548,638,2,2,93.73,98.72,7.25,93.90 q2s/splice,nbk,disctree,IE,2548,638,2,2,95.61,99.40,1.56,98.81 q2s/splice,oneR,disctree,IE,2548,638,2,2,21.00,100.00,56.25,0.58 q2s/splice,bayes,disctree,IE,2548,638,2,3,93.42,94.81,3.45,96.69 q2s/splice,j48,disctree,IE,2548,638,2,3,93.26,94.00,6.41,93.38 q2s/splice,nbk,disctree,IE,2548,638,2,3,93.42,94.81,3.45,96.69 q2s/splice,oneR,disctree,IE,2548,638,2,3,24.92,100.00,50.31,0.62 q2s/splice,bayes,disctree,IE,2548,638,2,4,95.77,95.92,1.21,98.60 q2s/splice,j48,disctree,IE,2548,638,2,4,93.10,97.79,4.12,95.00 q2s/splice,nbk,disctree,IE,2548,638,2,4,95.77,95.92,1.21,98.60 q2s/splice,oneR,disctree,IE,2548,638,2,4,27.59,100.00,45.05,2.76 q2s/splice,bayes,disctree,IE,2551,635,2,5,95.28,98.64,2.80,97.32 q2s/splice,j48,disctree,IE,2551,635,2,5,93.39,97.99,3.47,96.69 q2s/splice,nbk,disctree,IE,2551,635,2,5,95.28,98.64,2.80,97.32 q2s/splice,oneR,disctree,IE,2551,635,2,5,22.99,100.00,51.35,1.30 q2s/splice,bayes,disctree,IE,2542,637,3,1,95.60,97.76,2.82,97.04 q2s/splice,j48,disctree,IE,2542,637,3,1,94.19,99.22,5.30,94.12 q2s/splice,nbk,disctree,IE,2542,637,3,1,95.60,97.76,2.82,97.04 q2s/splice,oneR,disctree,IE,2542,637,3,1,23.08,100.00,48.76,1.43 q2s/splice,bayes,disctree,IE,2541,638,3,2,94.36,96.69,1.45,98.65 q2s/splice,j48,disctree,IE,2541,638,3,2,92.79,95.95,5.59,94.67 q2s/splice,nbk,disctree,IE,2541,638,3,2,94.36,96.69,1.45,98.65 q2s/splice,oneR,disctree,IE,2541,638,3,2,22.57,0.00,52.16,0.00 q2s/splice,bayes,disctree,IE,2541,638,3,3,95.14,96.55,1.40,98.59 q2s/splice,j48,disctree,IE,2541,638,3,3,93.26,96.40,5.92,93.71 q2s/splice,nbk,disctree,IE,2541,638,3,3,95.14,96.55,1.40,98.59 q2s/splice,oneR,disctree,IE,2541,638,3,3,24.29,100.00,48.48,1.37 q2s/splice,bayes,disctree,IE,2541,638,3,4,95.61,97.52,1.97,98.12 q2s/splice,j48,disctree,IE,2541,638,3,4,93.89,98.06,2.60,97.44 q2s/splice,nbk,disctree,IE,2541,638,3,4,95.61,97.52,1.97,98.12 q2s/splice,oneR,disctree,IE,2541,638,3,4,25.08,100.00,50.47,1.23 q2s/splice,bayes,disctree,IE,2551,628,3,5,96.18,97.44,1.94,98.06 q2s/splice,j48,disctree,IE,2551,628,3,5,95.06,97.96,7.69,91.72 q2s/splice,nbk,disctree,IE,2551,628,3,5,96.18,97.44,1.94,98.06 q2s/splice,oneR,disctree,IE,2551,628,3,5,26.43,100.00,49.06,2.50 q2s/splice,bayes,disctree,IE,2548,637,4,1,95.60,95.45,1.95,98.00 q2s/splice,j48,disctree,IE,2548,637,4,1,93.41,98.60,5.39,94.00 q2s/splice,nbk,disctree,IE,2548,637,4,1,95.60,95.45,1.95,98.00 q2s/splice,oneR,disctree,IE,2548,637,4,1,25.59,100.00,48.90,0.64 q2s/splice,bayes,disctree,IE,2547,638,4,2,96.08,97.33,1.24,98.65 q2s/splice,j48,disctree,IE,2547,638,4,2,93.73,99.28,4.79,94.48 q2s/splice,nbk,disctree,IE,2547,638,4,2,96.08,97.33,1.24,98.65 q2s/splice,oneR,disctree,IE,2547,638,4,2,26.33,100.00,47.45,1.97 q2s/splice,bayes,disctree,IE,2547,638,4,3,95.45,97.84,0.69,99.27 q2s/splice,j48,disctree,IE,2547,638,4,3,94.51,99.21,5.10,94.03 q2s/splice,nbk,disctree,IE,2547,638,4,3,95.45,97.84,0.69,99.27 q2s/splice,oneR,disctree,IE,2547,638,4,3,24.45,100.00,47.26,1.43 q2s/splice,bayes,disctree,IE,2547,638,4,4,95.61,98.15,2.17,98.15 q2s/splice,j48,disctree,IE,2547,638,4,4,92.48,98.69,6.12,94.38 q2s/splice,nbk,disctree,IE,2547,638,4,4,95.61,98.15,2.17,98.15 q2s/splice,oneR,disctree,IE,2547,638,4,4,22.57,0.00,53.99,0.00 q2s/splice,bayes,disctree,IE,2551,634,4,5,94.95,97.24,3.70,96.58 q2s/splice,j48,disctree,IE,2551,634,4,5,93.69,94.56,6.47,93.92 q2s/splice,nbk,disctree,IE,2551,634,4,5,94.95,97.24,3.70,96.58 q2s/splice,oneR,disctree,IE,2551,634,4,5,22.56,100.00,51.23,2.67 q2s/splice,bayes,disctree,IE,2550,637,5,1,95.76,98.75,3.05,97.53 q2s/splice,j48,disctree,IE,2550,637,5,1,93.56,97.45,5.80,95.03 q2s/splice,nbk,disctree,IE,2550,637,5,1,95.76,98.75,3.05,97.53 q2s/splice,oneR,disctree,IE,2550,637,5,1,21.51,100.00,54.52,0.61 q2s/splice,bayes,disctree,IE,2549,638,5,2,95.14,96.05,1.29,98.65 q2s/splice,j48,disctree,IE,2549,638,5,2,93.42,94.74,4.38,95.36 q2s/splice,nbk,disctree,IE,2549,638,5,2,95.14,96.05,1.29,98.65 q2s/splice,oneR,disctree,IE,2549,638,5,2,26.18,100.00,48.44,1.27 q2s/splice,bayes,disctree,IE,2549,638,5,3,94.04,95.33,3.36,96.62 q2s/splice,j48,disctree,IE,2549,638,5,3,93.89,97.90,5.06,94.59 q2s/splice,nbk,disctree,IE,2549,638,5,3,94.04,95.33,3.36,96.62 q2s/splice,oneR,disctree,IE,2549,638,5,3,24.61,100.00,49.35,0.65 q2s/splice,bayes,disctree,IE,2549,638,5,4,96.08,99.30,0.68,99.30 q2s/splice,j48,disctree,IE,2549,638,5,4,94.51,97.26,4.79,95.30 q2s/splice,nbk,disctree,IE,2549,638,5,4,96.08,99.30,0.68,99.30 q2s/splice,oneR,disctree,IE,2549,638,5,4,23.51,100.00,50.33,0.66 q2s/splice,bayes,disctree,IE,2551,636,5,5,95.28,95.10,1.97,97.84 q2s/splice,j48,disctree,IE,2551,636,5,5,94.34,99.25,2.47,97.06 q2s/splice,nbk,disctree,IE,2551,636,5,5,95.28,95.10,1.97,97.84 q2s/splice,oneR,disctree,IE,2551,636,5,5,25.47,100.00,46.69,0.70 q2s/splice,bayes,tbin,IE,2551,637,1,1,95.13,96.86,1.28,98.72 q2s/splice,j48,tbin,IE,2551,637,1,1,94.66,98.01,2.50,97.37 q2s/splice,nbk,tbin,IE,2551,637,1,1,95.13,96.86,1.28,98.72 q2s/splice,oneR,tbin,IE,2551,637,1,1,25.90,100.00,49.38,1.24 q2s/splice,bayes,tbin,IE,2550,638,1,2,94.36,97.93,0.71,99.30 q2s/splice,j48,tbin,IE,2550,638,1,2,93.10,96.60,5.41,94.67 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q2s/splice,nbk,tbin,IE,2548,637,2,1,94.98,97.33,1.92,97.99 q2s/splice,oneR,tbin,IE,2548,637,2,1,25.90,100.00,48.25,1.30 q2s/splice,bayes,tbin,IE,2547,638,2,2,95.92,97.01,0.70,99.24 q2s/splice,j48,tbin,IE,2547,638,2,2,94.67,98.44,3.33,96.18 q2s/splice,nbk,tbin,IE,2547,638,2,2,95.92,97.01,0.70,99.24 q2s/splice,oneR,tbin,IE,2547,638,2,2,23.67,100.00,47.37,0.74 q2s/splice,bayes,tbin,IE,2547,638,2,3,94.20,97.35,2.68,97.35 q2s/splice,j48,tbin,IE,2547,638,2,3,92.63,96.75,3.36,96.75 q2s/splice,nbk,tbin,IE,2547,638,2,3,94.20,97.35,2.68,97.35 q2s/splice,oneR,tbin,IE,2547,638,2,3,24.45,100.00,50.48,1.26 q2s/splice,bayes,tbin,IE,2547,638,2,4,95.61,96.88,3.05,97.48 q2s/splice,j48,tbin,IE,2547,638,2,4,93.89,99.34,8.90,92.02 q2s/splice,nbk,tbin,IE,2547,638,2,4,95.61,96.88,3.05,97.48 q2s/splice,oneR,tbin,IE,2547,638,2,4,21.94,100.00,54.28,0.60 q2s/splice,bayes,tbin,IE,2551,634,2,5,96.69,98.01,0.00,100.00 q2s/splice,j48,tbin,IE,2551,634,2,5,95.11,97.93,1.90,97.93 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q2s/splice,nbk,tbin,IE,2546,638,3,4,95.30,98.15,2.65,97.55 q2s/splice,oneR,tbin,IE,2546,638,3,4,25.24,100.00,50.77,1.20 q2s/splice,bayes,tbin,IE,2551,633,3,5,96.37,96.77,2.78,97.40 q2s/splice,j48,tbin,IE,2551,633,3,5,93.68,99.31,6.54,93.46 q2s/splice,nbk,tbin,IE,2551,633,3,5,96.37,96.77,2.78,97.40 q2s/splice,oneR,tbin,IE,2551,633,3,5,23.06,0.00,52.13,0.00 q2s/splice,bayes,tbin,IE,2545,637,4,1,95.29,97.30,2.04,97.96 q2s/splice,j48,tbin,IE,2545,637,4,1,94.03,98.63,4.61,95.36 q2s/splice,nbk,tbin,IE,2545,637,4,1,95.29,97.30,2.04,97.96 q2s/splice,oneR,tbin,IE,2545,637,4,1,23.86,100.00,50.17,0.65 q2s/splice,bayes,tbin,IE,2544,638,4,2,95.61,98.72,1.43,98.72 q2s/splice,j48,tbin,IE,2544,638,4,2,92.95,98.60,8.11,92.16 q2s/splice,nbk,tbin,IE,2544,638,4,2,95.61,98.72,1.43,98.72 q2s/splice,oneR,tbin,IE,2544,638,4,2,23.04,100.00,52.00,1.89 q2s/splice,bayes,tbin,IE,2544,638,4,3,95.30,95.51,1.88,98.03 q2s/splice,j48,tbin,IE,2544,638,4,3,92.95,95.97,4.79,94.70 q2s/splice,nbk,tbin,IE,2544,638,4,3,95.30,95.51,1.88,98.03 q2s/splice,oneR,tbin,IE,2544,638,4,3,26.18,100.00,48.61,0.63 q2s/splice,bayes,tbin,IE,2544,638,4,4,95.45,96.73,1.40,98.67 q2s/splice,j48,tbin,IE,2544,638,4,4,94.04,98.67,3.27,96.73 q2s/splice,nbk,tbin,IE,2544,638,4,4,95.45,96.73,1.40,98.67 q2s/splice,oneR,tbin,IE,2544,638,4,4,24.29,100.00,50.33,1.91 q2s/splice,bayes,tbin,IE,2551,631,4,5,96.35,98.50,2.04,97.76 q2s/splice,j48,tbin,IE,2551,631,4,5,94.61,95.62,1.41,98.50 q2s/splice,nbk,tbin,IE,2551,631,4,5,96.35,98.50,2.04,97.76 q2s/splice,oneR,tbin,IE,2551,631,4,5,24.09,0.00,47.40,0.00 q2s/splice,bayes,tbin,IE,2552,637,5,1,95.92,97.95,3.33,96.62 q2s/splice,j48,tbin,IE,2552,637,5,1,93.25,96.53,8.28,91.45 q2s/splice,nbk,tbin,IE,2552,637,5,1,95.92,97.95,3.33,96.62 q2s/splice,oneR,tbin,IE,2552,637,5,1,24.33,100.00,50.16,1.92 q2s/splice,bayes,tbin,IE,2551,638,5,2,96.39,97.96,1.28,98.63 q2s/splice,j48,tbin,IE,2551,638,5,2,92.95,100.00,7.88,91.03 q2s/splice,nbk,tbin,IE,2551,638,5,2,96.39,97.96,1.28,98.63 q2s/splice,oneR,tbin,IE,2551,638,5,2,24.92,0.00,48.71,0.00 q2s/splice,bayes,tbin,IE,2551,638,5,3,95.77,96.00,0.73,99.31 q2s/splice,j48,tbin,IE,2551,638,5,3,94.83,98.52,5.30,94.33 q2s/splice,nbk,tbin,IE,2551,638,5,3,95.77,96.00,0.73,99.31 q2s/splice,oneR,tbin,IE,2551,638,5,3,23.51,100.00,49.48,2.04 q2s/splice,bayes,tbin,IE,2551,638,5,4,96.24,97.32,1.27,98.64 q2s/splice,j48,tbin,IE,2551,638,5,4,95.61,98.63,0.62,99.31 q2s/splice,nbk,tbin,IE,2551,638,5,4,96.24,97.32,1.27,98.64 q2s/splice,oneR,tbin,IE,2551,638,5,4,26.49,100.00,47.32,1.32 q2s/splice,bayes,tbin,IE,2551,638,5,5,93.89,98.08,2.94,97.45 q2s/splice,j48,tbin,IE,2551,638,5,5,93.10,99.34,5.52,94.97 q2s/splice,nbk,tbin,IE,2551,638,5,5,93.89,98.08,2.94,97.45 q2s/splice,oneR,tbin,IE,2551,638,5,5,22.73,100.00,52.84,2.47 q2s/splice,bayes,fayyadIrani,IE,2545,637,1,1,94.82,94.12,2.14,97.71 q2s/splice,j48,fayyadIrani,IE,2545,637,1,1,93.09,97.67,4.73,94.74 q2s/splice,nbk,fayyadIrani,IE,2545,637,1,1,94.82,94.12,2.14,97.71 q2s/splice,oneR,fayyadIrani,IE,2545,637,1,1,23.39,100.00,47.70,0.74 q2s/splice,bayes,fayyadIrani,IE,2544,638,1,2,96.24,98.80,1.44,98.80 q2s/splice,j48,fayyadIrani,IE,2544,638,1,2,93.89,98.73,6.71,93.98 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,2,96.24,98.80,1.44,98.80 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,2,23.51,100.00,53.50,2.33 q2s/splice,bayes,fayyadIrani,IE,2544,638,1,3,95.30,99.27,2.37,97.14 q2s/splice,j48,fayyadIrani,IE,2544,638,1,3,94.04,97.81,4.09,95.04 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,3,95.30,99.27,2.37,97.14 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,3,27.43,100.00,45.22,2.07 q2s/splice,bayes,fayyadIrani,IE,2544,638,1,4,95.61,96.84,1.38,98.71 q2s/splice,j48,fayyadIrani,IE,2544,638,1,4,95.61,99.32,4.52,95.42 q2s/splice,nbk,fayyadIrani,IE,2544,638,1,4,95.61,96.84,1.38,98.71 q2s/splice,oneR,fayyadIrani,IE,2544,638,1,4,23.98,100.00,51.13,0.62 q2s/splice,bayes,fayyadIrani,IE,2551,631,1,5,95.40,95.39,1.44,98.64 q2s/splice,j48,fayyadIrani,IE,2551,631,1,5,92.55,97.18,7.28,92.62 q2s/splice,nbk,fayyadIrani,IE,2551,631,1,5,95.40,95.39,1.44,98.64 q2s/splice,oneR,fayyadIrani,IE,2551,631,1,5,23.93,100.00,50.17,1.97 q2s/splice,bayes,fayyadIrani,IE,2547,637,2,1,94.66,95.30,2.14,97.93 q2s/splice,j48,fayyadIrani,IE,2547,637,2,1,91.52,99.19,10.37,87.86 q2s/splice,nbk,fayyadIrani,IE,2547,637,2,1,94.66,95.30,2.14,97.93 q2s/splice,oneR,fayyadIrani,IE,2547,637,2,1,23.86,100.00,49.32,1.35 q2s/splice,bayes,fayyadIrani,IE,2546,638,2,2,96.39,98.77,1.38,98.77 q2s/splice,j48,fayyadIrani,IE,2546,638,2,2,94.98,99.36,3.33,96.89 q2s/splice,nbk,fayyadIrani,IE,2546,638,2,2,96.39,98.77,1.38,98.77 q2s/splice,oneR,fayyadIrani,IE,2546,638,2,2,23.67,100.00,52.53,0.60 q2s/splice,bayes,fayyadIrani,IE,2546,638,2,3,96.08,98.52,1.30,98.52 q2s/splice,j48,fayyadIrani,IE,2546,638,2,3,92.79,99.19,6.63,91.79 q2s/splice,nbk,fayyadIrani,IE,2546,638,2,3,96.08,98.52,1.30,98.52 q2s/splice,oneR,fayyadIrani,IE,2546,638,2,3,25.08,100.00,46.26,1.45 q2s/splice,bayes,fayyadIrani,IE,2546,638,2,4,94.83,97.53,2.08,98.14 q2s/splice,j48,fayyadIrani,IE,2546,638,2,4,94.36,96.27,4.70,95.68 q2s/splice,nbk,fayyadIrani,IE,2546,638,2,4,94.83,97.53,2.08,98.14 q2s/splice,oneR,fayyadIrani,IE,2546,638,2,4,24.14,100.00,52.20,1.19 q2s/splice,bayes,fayyadIrani,IE,2551,633,2,5,95.26,96.35,2.03,97.78 q2s/splice,j48,fayyadIrani,IE,2551,633,2,5,94.31,98.52,5.70,93.66 q2s/splice,nbk,fayyadIrani,IE,2551,633,2,5,95.26,96.35,2.03,97.78 q2s/splice,oneR,fayyadIrani,IE,2551,633,2,5,24.33,100.00,48.48,0.69 q2s/splice,bayes,fayyadIrani,IE,2549,637,3,1,94.82,98.08,2.21,98.08 q2s/splice,j48,fayyadIrani,IE,2549,637,3,1,93.72,96.79,4.26,96.18 q2s/splice,nbk,fayyadIrani,IE,2549,637,3,1,94.82,98.08,2.21,98.08 q2s/splice,oneR,fayyadIrani,IE,2549,637,3,1,22.76,100.00,52.49,1.25 q2s/splice,bayes,fayyadIrani,IE,2548,638,3,2,95.45,95.48,2.14,98.01 q2s/splice,j48,fayyadIrani,IE,2548,638,3,2,94.20,98.59,6.45,93.33 q2s/splice,nbk,fayyadIrani,IE,2548,638,3,2,95.45,95.48,2.14,98.01 q2s/splice,oneR,fayyadIrani,IE,2548,638,3,2,23.67,100.00,50.66,1.29 q2s/splice,bayes,fayyadIrani,IE,2548,638,3,3,94.67,96.05,2.56,97.33 q2s/splice,j48,fayyadIrani,IE,2548,638,3,3,92.63,96.10,2.61,97.37 q2s/splice,nbk,fayyadIrani,IE,2548,638,3,3,94.67,96.05,2.56,97.33 q2s/splice,oneR,fayyadIrani,IE,2548,638,3,3,25.55,0.00,48.74,0.00 q2s/splice,bayes,fayyadIrani,IE,2548,638,3,4,96.55,99.30,2.04,97.93 q2s/splice,j48,fayyadIrani,IE,2548,638,3,4,94.36,97.87,4.03,95.83 q2s/splice,nbk,fayyadIrani,IE,2548,638,3,4,96.55,99.30,2.04,97.93 q2s/splice,oneR,fayyadIrani,IE,2548,638,3,4,23.67,100.00,50.00,1.99 q2s/splice,bayes,fayyadIrani,IE,2551,635,3,5,94.96,96.55,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2551,635,3,5,94.02,97.08,4.91,94.33 q2s/splice,nbk,fayyadIrani,IE,2551,635,3,5,94.96,96.55,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2551,635,3,5,25.83,100.00,47.04,2.05 q2s/splice,bayes,fayyadIrani,IE,2550,637,4,1,93.72,95.27,1.28,98.60 q2s/splice,j48,fayyadIrani,IE,2550,637,4,1,93.25,99.27,4.68,94.44 q2s/splice,nbk,fayyadIrani,IE,2550,637,4,1,93.72,95.27,1.28,98.60 q2s/splice,oneR,fayyadIrani,IE,2550,637,4,1,26.53,100.00,47.17,0.66 q2s/splice,bayes,fayyadIrani,IE,2549,638,4,2,94.98,96.35,1.86,97.78 q2s/splice,j48,fayyadIrani,IE,2549,638,4,2,94.36,97.81,3.64,95.71 q2s/splice,nbk,fayyadIrani,IE,2549,638,4,2,94.98,96.35,1.86,97.78 q2s/splice,oneR,fayyadIrani,IE,2549,638,4,2,26.33,100.00,45.78,0.70 q2s/splice,bayes,fayyadIrani,IE,2549,638,4,3,96.08,99.34,0.70,99.34 q2s/splice,j48,fayyadIrani,IE,2549,638,4,3,92.63,98.64,3.50,96.67 q2s/splice,nbk,fayyadIrani,IE,2549,638,4,3,96.08,99.34,0.70,99.34 q2s/splice,oneR,fayyadIrani,IE,2549,638,4,3,22.73,0.00,51.67,0.00 q2s/splice,bayes,fayyadIrani,IE,2549,638,4,4,95.14,95.57,4.38,96.18 q2s/splice,j48,fayyadIrani,IE,2549,638,4,4,92.95,98.59,6.76,93.33 q2s/splice,nbk,fayyadIrani,IE,2549,638,4,4,95.14,95.57,4.38,96.18 q2s/splice,oneR,fayyadIrani,IE,2549,638,4,4,22.26,100.00,53.16,0.62 q2s/splice,bayes,fayyadIrani,IE,2551,636,4,5,95.44,97.44,1.53,98.70 q2s/splice,j48,fayyadIrani,IE,2551,636,4,5,93.40,100.00,13.33,85.71 q2s/splice,nbk,fayyadIrani,IE,2551,636,4,5,95.44,97.44,1.53,98.70 q2s/splice,oneR,fayyadIrani,IE,2551,636,4,5,22.96,100.00,51.83,0.64 q2s/splice,bayes,fayyadIrani,IE,2544,637,5,1,95.45,97.35,0.66,99.32 q2s/splice,j48,fayyadIrani,IE,2544,637,5,1,93.41,99.30,5.59,94.00 q2s/splice,nbk,fayyadIrani,IE,2544,637,5,1,95.45,97.35,0.66,99.32 q2s/splice,oneR,fayyadIrani,IE,2544,637,5,1,24.80,100.00,49.51,1.29 q2s/splice,bayes,fayyadIrani,IE,2543,638,5,2,95.30,96.62,2.11,97.95 q2s/splice,j48,fayyadIrani,IE,2543,638,5,2,94.51,96.53,5.30,94.56 q2s/splice,nbk,fayyadIrani,IE,2543,638,5,2,95.30,96.62,2.11,97.95 q2s/splice,oneR,fayyadIrani,IE,2543,638,5,2,23.67,100.00,49.66,1.34 q2s/splice,bayes,fayyadIrani,IE,2543,638,5,3,97.18,97.95,1.36,98.62 q2s/splice,j48,fayyadIrani,IE,2543,638,5,3,95.14,97.12,4.58,95.07 q2s/splice,nbk,fayyadIrani,IE,2543,638,5,3,97.18,97.95,1.36,98.62 q2s/splice,oneR,fayyadIrani,IE,2543,638,5,3,24.45,100.00,48.31,2.05 q2s/splice,bayes,fayyadIrani,IE,2543,638,5,4,95.61,98.68,2.56,97.40 q2s/splice,j48,fayyadIrani,IE,2543,638,5,4,94.04,99.34,3.80,96.15 q2s/splice,nbk,fayyadIrani,IE,2543,638,5,4,95.61,98.68,2.56,97.40 q2s/splice,oneR,fayyadIrani,IE,2543,638,5,4,24.61,100.00,50.79,0.62 q2s/splice,bayes,fayyadIrani,IE,2551,630,5,5,94.60,95.33,2.21,97.95 q2s/splice,j48,fayyadIrani,IE,2551,630,5,5,93.49,97.89,5.33,94.56 q2s/splice,nbk,fayyadIrani,IE,2551,630,5,5,94.60,95.33,2.21,97.95 q2s/splice,oneR,fayyadIrani,IE,2551,630,5,5,23.97,100.00,50.17,1.32 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t2z/vote,nbk,cat,republican,348,87,1,4,87.36,78.79,7.41,86.67 t2z/vote,oneR,cat,republican,348,87,1,4,97.70,93.75,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,5,90.80,90.91,9.26,85.71 t2z/vote,j48,cat,republican,348,87,1,5,95.40,96.97,5.56,91.43 t2z/vote,nbk,cat,republican,348,87,1,5,90.80,90.91,9.26,85.71 t2z/vote,oneR,cat,republican,348,87,1,5,94.25,91.67,3.92,94.29 t2z/vote,bayes,cat,republican,349,86,2,1,84.88,81.58,12.50,83.78 t2z/vote,j48,cat,republican,349,86,2,1,95.35,97.14,5.88,91.89 t2z/vote,nbk,cat,republican,349,86,2,1,84.88,81.58,12.50,83.78 t2z/vote,oneR,cat,republican,349,86,2,1,94.19,92.11,4.17,94.59 t2z/vote,bayes,cat,republican,348,87,2,2,89.66,77.14,1.92,96.43 t2z/vote,j48,cat,republican,348,87,2,2,94.25,87.10,1.79,96.43 t2z/vote,nbk,cat,republican,348,87,2,2,89.66,77.14,1.92,96.43 t2z/vote,oneR,cat,republican,348,87,2,2,94.25,84.85,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,3,94.25,88.24,1.89,96.77 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t2z/vote,bayes,cat,republican,348,87,3,2,93.10,90.00,4.26,94.74 t2z/vote,j48,cat,republican,348,87,3,2,97.70,100.00,3.92,94.74 t2z/vote,nbk,cat,republican,348,87,3,2,93.10,90.00,4.26,94.74 t2z/vote,oneR,cat,republican,348,87,3,2,97.70,100.00,3.92,94.74 t2z/vote,bayes,cat,republican,348,87,3,3,88.51,80.95,4.44,94.44 t2z/vote,j48,cat,republican,348,87,3,3,95.40,92.11,2.04,97.22 t2z/vote,nbk,cat,republican,348,87,3,3,88.51,80.95,4.44,94.44 t2z/vote,oneR,cat,republican,348,87,3,3,93.10,87.50,2.13,97.22 t2z/vote,bayes,cat,republican,348,87,3,4,89.66,89.29,10.17,80.65 t2z/vote,j48,cat,republican,348,87,3,4,97.70,100.00,3.45,93.55 t2z/vote,nbk,cat,republican,348,87,3,4,89.66,89.29,10.17,80.65 t2z/vote,oneR,cat,republican,348,87,3,4,95.40,93.55,3.57,93.55 t2z/vote,bayes,cat,republican,348,87,3,5,89.66,83.33,4.44,94.59 t2z/vote,j48,cat,republican,348,87,3,5,95.40,94.59,4.00,94.59 t2z/vote,nbk,cat,republican,348,87,3,5,89.66,83.33,4.44,94.59 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t2z/vote,bayes,disctree,republican,348,87,1,2,89.66,84.21,6.12,91.43 t2z/vote,j48,disctree,republican,348,87,1,2,96.55,97.06,3.77,94.29 t2z/vote,nbk,disctree,republican,348,87,1,2,89.66,84.21,6.12,91.43 t2z/vote,oneR,disctree,republican,348,87,1,2,95.40,94.29,3.85,94.29 t2z/vote,bayes,disctree,republican,348,87,1,3,94.25,91.67,3.92,94.29 t2z/vote,j48,disctree,republican,348,87,1,3,96.55,94.44,1.96,97.14 t2z/vote,nbk,disctree,republican,348,87,1,3,94.25,91.67,3.92,94.29 t2z/vote,oneR,disctree,republican,348,87,1,3,96.55,94.44,1.96,97.14 t2z/vote,bayes,disctree,republican,348,87,1,4,88.51,78.38,4.00,93.55 t2z/vote,j48,disctree,republican,348,87,1,4,95.40,93.55,3.57,93.55 t2z/vote,nbk,disctree,republican,348,87,1,4,88.51,78.38,4.00,93.55 t2z/vote,oneR,disctree,republican,348,87,1,4,95.40,88.57,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,5,89.66,85.29,7.55,87.88 t2z/vote,j48,disctree,republican,348,87,1,5,94.25,91.18,3.77,93.94 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t2z/vote,bayes,fayyadIrani,republican,348,86,2,1,87.21,77.50,4.35,93.94 t2z/vote,j48,fayyadIrani,republican,348,86,2,1,94.19,88.89,2.00,96.97 t2z/vote,nbk,fayyadIrani,republican,348,86,2,1,87.21,77.50,4.35,93.94 t2z/vote,oneR,fayyadIrani,republican,348,86,2,1,94.19,86.84,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,347,87,2,2,90.80,86.67,7.02,86.67 t2z/vote,j48,fayyadIrani,republican,347,87,2,2,95.40,96.43,5.08,90.00 t2z/vote,nbk,fayyadIrani,republican,347,87,2,2,90.80,86.67,7.02,86.67 t2z/vote,oneR,fayyadIrani,republican,347,87,2,2,95.40,93.33,3.51,93.33 t2z/vote,bayes,fayyadIrani,republican,347,87,2,3,90.80,89.74,8.33,89.74 t2z/vote,j48,fayyadIrani,republican,347,87,2,3,93.10,92.31,6.25,92.31 t2z/vote,nbk,fayyadIrani,republican,347,87,2,3,90.80,89.74,8.33,89.74 t2z/vote,oneR,fayyadIrani,republican,347,87,2,3,93.10,92.31,6.25,92.31 t2z/vote,bayes,fayyadIrani,republican,347,87,2,4,90.80,84.21,4.08,94.12 t2z/vote,j48,fayyadIrani,republican,347,87,2,4,97.70,94.44,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,347,87,2,4,90.80,84.21,4.08,94.12 t2z/vote,oneR,fayyadIrani,republican,347,87,2,4,97.70,94.44,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,347,87,2,5,90.80,82.86,3.85,93.55 t2z/vote,j48,fayyadIrani,republican,347,87,2,5,97.70,93.94,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,347,87,2,5,90.80,82.86,3.85,93.55 t2z/vote,oneR,fayyadIrani,republican,347,87,2,5,97.70,93.94,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,349,86,3,1,88.37,80.00,2.44,97.30 t2z/vote,j48,fayyadIrani,republican,349,86,3,1,96.51,94.74,2.08,97.30 t2z/vote,nbk,fayyadIrani,republican,349,86,3,1,88.37,80.00,2.44,97.30 t2z/vote,oneR,fayyadIrani,republican,349,86,3,1,96.51,92.50,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,2,94.25,89.66,3.45,92.86 t2z/vote,j48,fayyadIrani,republican,348,87,3,2,95.40,90.00,1.75,96.43 t2z/vote,nbk,fayyadIrani,republican,348,87,3,2,94.25,89.66,3.45,92.86 t2z/vote,oneR,fayyadIrani,republican,348,87,3,2,94.25,87.10,1.79,96.43 t2z/vote,bayes,fayyadIrani,republican,348,87,3,3,86.21,76.47,7.55,86.67 t2z/vote,j48,fayyadIrani,republican,348,87,3,3,94.25,96.30,6.67,86.67 t2z/vote,nbk,fayyadIrani,republican,348,87,3,3,86.21,76.47,7.55,86.67 t2z/vote,oneR,fayyadIrani,republican,348,87,3,3,93.10,90.00,5.26,90.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,4,90.80,82.50,2.13,97.06 t2z/vote,j48,fayyadIrani,republican,348,87,3,4,98.85,97.14,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,3,4,90.80,82.50,2.13,97.06 t2z/vote,oneR,fayyadIrani,republican,348,87,3,4,97.70,94.44,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,5,89.66,94.12,13.21,82.05 t2z/vote,j48,fayyadIrani,republican,348,87,3,5,96.55,97.37,4.08,94.87 t2z/vote,nbk,fayyadIrani,republican,348,87,3,5,89.66,94.12,13.21,82.05 t2z/vote,oneR,fayyadIrani,republican,348,87,3,5,96.55,95.00,2.13,97.44 t2z/vote,bayes,fayyadIrani,republican,349,86,4,1,87.21,75.00,2.17,96.77 t2z/vote,j48,fayyadIrani,republican,349,86,4,1,97.67,96.77,1.82,96.77 t2z/vote,nbk,fayyadIrani,republican,349,86,4,1,87.21,75.00,2.17,96.77 t2z/vote,oneR,fayyadIrani,republican,349,86,4,1,95.35,90.91,1.89,96.77 t2z/vote,bayes,fayyadIrani,republican,348,87,4,2,89.66,87.88,9.26,85.29 t2z/vote,j48,fayyadIrani,republican,348,87,4,2,96.55,94.29,1.92,97.06 t2z/vote,nbk,fayyadIrani,republican,348,87,4,2,89.66,87.88,9.26,85.29 t2z/vote,oneR,fayyadIrani,republican,348,87,4,2,95.40,91.67,1.96,97.06 t2z/vote,bayes,fayyadIrani,republican,348,87,4,3,86.21,80.00,8.51,88.89 t2z/vote,j48,fayyadIrani,republican,348,87,4,3,96.55,100.00,5.56,91.67 t2z/vote,nbk,fayyadIrani,republican,348,87,4,3,86.21,80.00,8.51,88.89 t2z/vote,oneR,fayyadIrani,republican,348,87,4,3,94.25,91.89,4.00,94.44 t2z/vote,bayes,fayyadIrani,republican,348,87,4,4,90.80,83.33,2.22,97.22 t2z/vote,j48,fayyadIrani,republican,348,87,4,4,93.10,89.47,4.08,94.44 t2z/vote,nbk,fayyadIrani,republican,348,87,4,4,90.80,83.33,2.22,97.22 t2z/vote,oneR,fayyadIrani,republican,348,87,4,4,95.40,90.00,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,4,5,95.40,96.55,5.17,90.32 t2z/vote,j48,fayyadIrani,republican,348,87,4,5,97.70,96.77,1.79,96.77 t2z/vote,nbk,fayyadIrani,republican,348,87,4,5,95.40,96.55,5.17,90.32 t2z/vote,oneR,fayyadIrani,republican,348,87,4,5,97.70,96.77,1.79,96.77 t2z/vote,bayes,fayyadIrani,republican,349,86,5,1,89.53,87.80,8.89,90.00 t2z/vote,j48,fayyadIrani,republican,349,86,5,1,95.35,95.00,4.35,95.00 t2z/vote,nbk,fayyadIrani,republican,349,86,5,1,89.53,87.80,8.89,90.00 t2z/vote,oneR,fayyadIrani,republican,349,86,5,1,97.67,95.24,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,5,2,95.40,88.57,0.00,100.00 t2z/vote,j48,fayyadIrani,republican,348,87,5,2,96.55,93.75,1.82,96.77 t2z/vote,nbk,fayyadIrani,republican,348,87,5,2,95.40,88.57,0.00,100.00 t2z/vote,oneR,fayyadIrani,republican,348,87,5,2,94.25,88.24,1.89,96.77 t2z/vote,bayes,fayyadIrani,republican,348,87,5,3,89.66,74.19,1.79,95.83 t2z/vote,j48,fayyadIrani,republican,348,87,5,3,98.85,96.00,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,5,3,89.66,74.19,1.79,95.83 t2z/vote,oneR,fayyadIrani,republican,348,87,5,3,96.55,88.89,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,5,4,91.95,90.00,6.38,92.31 t2z/vote,j48,fayyadIrani,republican,348,87,5,4,95.40,97.30,6.00,92.31 t2z/vote,nbk,fayyadIrani,republican,348,87,5,4,91.95,90.00,6.38,92.31 t2z/vote,oneR,fayyadIrani,republican,348,87,5,4,94.25,94.74,6.12,92.31 t2z/vote,bayes,fayyadIrani,republican,348,87,5,5,83.91,77.78,11.76,82.35 t2z/vote,j48,fayyadIrani,republican,348,87,5,5,96.55,96.97,3.70,94.12 t2z/vote,nbk,fayyadIrani,republican,348,87,5,5,83.91,77.78,11.76,82.35 t2z/vote,oneR,fayyadIrani,republican,348,87,5,5,95.40,91.67,1.96,97.06 /home/donaldb/var/weka/xval.14992 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/waveform-5000,bayes,cat,1,3985,999,1,1,78.68,78.04,1.23,99.33 t2z/waveform-5000,j48,cat,1,3985,999,1,1,75.78,82.72,12.96,87.68 t2z/waveform-5000,nbk,cat,1,3985,999,1,1,78.88,78.57,1.24,99.33 t2z/waveform-5000,oneR,cat,1,3985,999,1,1,57.46,58.58,45.26,77.62 t2z/waveform-5000,bayes,cat,1,3984,1000,1,2,79.70,77.83,1.17,99.37 t2z/waveform-5000,j48,cat,1,3984,1000,1,2,76.60,85.85,16.04,85.31 t2z/waveform-5000,nbk,cat,1,3984,1000,1,2,80.20,78.80,1.14,99.37 t2z/waveform-5000,oneR,cat,1,3984,1000,1,2,53.90,58.97,55.38,65.32 t2z/waveform-5000,bayes,cat,1,3984,1000,1,3,81.10,81.84,1.51,99.04 t2z/waveform-5000,j48,cat,1,3984,1000,1,3,75.90,86.75,14.24,85.90 t2z/waveform-5000,nbk,cat,1,3984,1000,1,3,80.80,81.84,1.52,99.04 t2z/waveform-5000,oneR,cat,1,3984,1000,1,3,52.40,55.37,55.48,69.50 t2z/waveform-5000,bayes,cat,1,3984,1000,1,4,80.70,80.47,3.11,98.07 t2z/waveform-5000,j48,cat,1,3984,1000,1,4,75.70,84.51,17.57,81.36 t2z/waveform-5000,nbk,cat,1,3984,1000,1,4,80.00,80.37,3.66,97.74 t2z/waveform-5000,oneR,cat,1,3984,1000,1,4,51.70,53.87,58.79,58.80 t2z/waveform-5000,bayes,cat,1,3999,985,1,5,79.29,80.46,0.58,99.68 t2z/waveform-5000,j48,cat,1,3999,985,1,5,76.85,85.10,14.48,85.95 t2z/waveform-5000,nbk,cat,1,3999,985,1,5,80.00,80.88,0.55,99.68 t2z/waveform-5000,oneR,cat,1,3999,985,1,5,55.23,58.41,53.85,68.51 t2z/waveform-5000,bayes,cat,1,3994,999,2,1,80.38,79.95,0.58,99.68 t2z/waveform-5000,j48,cat,1,3994,999,2,1,75.38,84.46,14.59,85.91 t2z/waveform-5000,nbk,cat,1,3994,999,2,1,80.38,80.42,0.58,99.68 t2z/waveform-5000,oneR,cat,1,3994,999,2,1,54.15,58.01,56.25,68.09 t2z/waveform-5000,bayes,cat,1,3993,1000,2,2,78.10,78.71,0.52,99.65 t2z/waveform-5000,j48,cat,1,3993,1000,2,2,77.60,84.56,12.21,86.69 t2z/waveform-5000,nbk,cat,1,3993,1000,2,2,78.00,79.21,0.52,99.65 t2z/waveform-5000,oneR,cat,1,3993,1000,2,2,51.70,51.65,53.72,74.31 t2z/waveform-5000,bayes,cat,1,3993,1000,2,3,81.50,83.05,1.59,99.13 t2z/waveform-5000,j48,cat,1,3993,1000,2,3,77.30,88.96,17.32,83.79 t2z/waveform-5000,nbk,cat,1,3993,1000,2,3,81.20,82.97,2.13,98.84 t2z/waveform-5000,oneR,cat,1,3993,1000,2,3,56.80,63.41,52.98,71.84 t2z/waveform-5000,bayes,cat,1,3993,1000,2,4,80.30,80.41,1.58,99.06 t2z/waveform-5000,j48,cat,1,3993,1000,2,4,74.80,87.41,15.76,83.61 t2z/waveform-5000,nbk,cat,1,3993,1000,2,4,80.50,80.87,1.56,99.06 t2z/waveform-5000,oneR,cat,1,3993,1000,2,4,52.80,55.23,57.47,65.52 t2z/waveform-5000,bayes,cat,1,3999,994,2,5,79.68,76.55,3.66,98.02 t2z/waveform-5000,j48,cat,1,3999,994,2,5,74.25,83.92,17.96,82.47 t2z/waveform-5000,nbk,cat,1,3999,994,2,5,79.48,76.61,3.07,98.35 t2z/waveform-5000,oneR,cat,1,3999,994,2,5,56.74,58.08,51.25,70.29 t2z/waveform-5000,bayes,cat,1,3988,999,3,1,81.08,82.54,0.99,99.36 t2z/waveform-5000,j48,cat,1,3988,999,3,1,77.68,85.48,12.46,87.21 t2z/waveform-5000,nbk,cat,1,3988,999,3,1,80.78,82.67,1.48,99.04 t2z/waveform-5000,oneR,cat,1,3988,999,3,1,53.65,59.76,53.09,65.55 t2z/waveform-5000,bayes,cat,1,3987,1000,3,2,80.30,77.72,2.87,98.32 t2z/waveform-5000,j48,cat,1,3987,1000,3,2,76.80,85.00,15.52,84.10 t2z/waveform-5000,nbk,cat,1,3987,1000,3,2,80.50,78.02,2.81,98.31 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t2z/waveform-5000,j48,fayyadIrani,1,3990,1000,5,4,78.40,84.54,13.12,87.87 t2z/waveform-5000,nbk,fayyadIrani,1,3990,1000,5,4,82.00,80.73,2.12,98.73 t2z/waveform-5000,oneR,fayyadIrani,1,3990,1000,5,4,58.60,56.79,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,991,5,5,81.13,80.38,0.55,99.67 t2z/waveform-5000,j48,fayyadIrani,1,3999,991,5,5,75.08,84.34,14.13,85.56 t2z/waveform-5000,nbk,fayyadIrani,1,3999,991,5,5,81.13,80.38,0.55,99.67 t2z/waveform-5000,oneR,fayyadIrani,1,3999,991,5,5,55.60,54.97,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,1,2,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,1,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,1,2,33.33,0.00,66.67,0.00 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t2z/weather,oneR,cat,no,12,2,4,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,5,2,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,11,3,5,2,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,5,2,33.33,0.00,50.00,0.00 t2z/weather,oneR,cat,no,11,3,5,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,5,3,33.33,50.00,100.00,50.00 t2z/weather,j48,cat,no,11,3,5,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,5,3,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,5,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,11,3,5,4,66.67,50.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,5,4,33.33,33.33,0.00,100.00 t2z/weather,nbk,cat,no,11,3,5,4,66.67,50.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,5,4,33.33,33.33,0.00,100.00 t2z/weather,bayes,cat,no,12,2,5,5,50.00,0.00,50.00,0.00 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t2z/weather,oneR,fayyadIrani,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,2,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,3,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,2,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,4,33.33,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,4,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,4,33.33,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,50.00,50.00,0.00,100.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,1,50.00,50.00,0.00,100.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,5,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,5,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 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,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,3,33.33,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,33.33,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,33.33,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,5,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,5,100.00,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather.nominal,bayes,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 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t2z/weather.nominal,j48,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,3,0.00,0.00,100.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,3,0.00,0.00,100.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,2,5,100.00,0.00,0.00,0.00 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,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 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,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,3,33.33,50.00,100.00,50.00 t2z/weather.nominal,bayes,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 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,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,3,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,4,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,4,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,3,66.67,100.00,50.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,4,3,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,3,66.67,100.00,50.00,50.00 t2z/weather.nominal,oneR,cat,no,11,3,4,3,33.33,50.00,100.00,50.00 t2z/weather.nominal,bayes,cat,no,11,3,4,4,66.67,100.00,50.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,4,66.67,100.00,50.00,50.00 t2z/weather.nominal,oneR,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 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