#data learner prep goal train test repeats bin acc pd pf precision GRFECombo50 oneR myNbins 2 17503 18087 1 1 56.47 97.79 1.57 97.79 GRFECombo50 j48 myNbins 2 17503 18087 1 1 65.65 99.22 0.73 99.02 GRFECombo50 bayes myNbins 2 17503 18087 1 1 64.92 94.62 1.22 98.62 GRFECombo50 oneR myNbins 2 18087 17503 1 2 57.37 98.21 1.49 97.77 GRFECombo50 j48 myNbins 2 18087 17503 1 2 66.95 98.69 0.69 99.05 GRFECombo50 bayes myNbins 2 18087 17503 1 2 66.23 92.89 1.49 98.3 GRFECombo50 oneR myNbins 2 17509 18087 2 1 56.26 97.86 1.7 97.64 GRFECombo50 j48 myNbins 2 17509 18087 2 1 67.46 98.71 0.36 99.54 GRFECombo50 bayes myNbins 2 17509 18087 2 1 65.44 92.82 1.28 98.57 GRFECombo50 oneR myNbins 2 18087 17509 2 2 56.39 97.61 1.58 98.11 GRFECombo50 j48 myNbins 2 18087 17509 2 2 66.65 98.7 0.65 99.1 GRFECombo50 bayes myNbins 2 18087 17509 2 2 65.22 94.4 1.37 98.38 GRFECombo50 oneR myNbins 2 17527 18087 3 1 56.58 97.69 1.9 97.83 GRFECombo50 j48 myNbins 2 17527 18087 3 1 66.28 98.67 0.3 99.62 GRFECombo50 bayes myNbins 2 17527 18087 3 1 65.36 92.7 1.52 98.29 GRFECombo50 oneR myNbins 2 18087 17527 3 2 56.04 97.86 1.58 97.82 GRFECombo50 j48 myNbins 2 18087 17527 3 2 65.99 98.88 0.81 98.92 GRFECombo50 bayes myNbins 2 18087 17527 3 2 65.12 94.33 1.35 98.44 GRFECombo50 oneR myNbins 2 17556 18087 4 1 56.32 97.75 1.45 97.93 GRFECombo50 j48 myNbins 2 17556 18087 4 1 66.22 98.63 0.83 98.86 GRFECombo50 bayes myNbins 2 17556 18087 4 1 65.01 93.58 1.44 98.38 GRFECombo50 oneR myNbins 2 18087 17556 4 2 55.99 98.3 1.9 97.48 GRFECombo50 j48 myNbins 2 18087 17556 4 2 66.49 99.01 1.07 98.62 GRFECombo50 bayes myNbins 2 18087 17556 4 2 65.38 93.54 1.28 98.54 GRFECombo50 oneR myNbins 2 17495 18087 5 1 56.95 98.27 1.83 97.24 GRFECombo50 j48 myNbins 2 17495 18087 5 1 66.56 98.98 0.94 98.75 GRFECombo50 bayes myNbins 2 17495 18087 5 1 64.94 94.52 1.51 98.29 GRFECombo50 oneR myNbins 2 18087 17495 5 2 56.76 97.8 1.45 97.9 GRFECombo50 j48 myNbins 2 18087 17495 5 2 66.52 99.24 0.87 98.78 GRFECombo50 bayes myNbins 2 18087 17495 5 2 66.08 93.62 1.13 98.69 GRFECombo50 oneR myNbins 2 17511 18087 6 1 56.7 97.82 1.34 98.13 GRFECombo50 j48 myNbins 2 17511 18087 6 1 66.79 98.84 0.41 99.47 GRFECombo50 bayes myNbins 2 17511 18087 6 1 65.02 94.19 1.16 98.69 GRFECombo50 oneR myNbins 2 18087 17511 6 2 56.05 98.35 1.69 97.42 GRFECombo50 j48 myNbins 2 18087 17511 6 2 66.76 99.29 0.89 98.8 GRFECombo50 bayes myNbins 2 18087 17511 6 2 65.39 94.29 1.33 98.47 GRFECombo50 oneR myNbins 2 17503 18087 7 1 57.01 98.07 1.5 97.94 GRFECombo50 j48 myNbins 2 17503 18087 7 1 66.65 99.16 0.65 99.2 GRFECombo50 bayes myNbins 2 17503 18087 7 1 65.82 94.05 1.52 98.29 GRFECombo50 oneR myNbins 2 18087 17503 7 2 55.65 97.74 1.7 97.6 GRFECombo50 j48 myNbins 2 18087 17503 7 2 65.08 98.54 0.21 99.72 GRFECombo50 bayes myNbins 2 18087 17503 7 2 65.04 93.56 1.3 98.51 GRFECombo50 oneR myNbins 2 17516 18087 8 1 56.25 98.06 1.66 97.55 GRFECombo50 j48 myNbins 2 17516 18087 8 1 66.92 99.01 1.11 98.51 GRFECombo50 bayes myNbins 2 17516 18087 8 1 65.47 94.44 1.17 98.68 GRFECombo50 oneR myNbins 2 18087 17516 8 2 55.99 97.7 1.92 97.81 GRFECombo50 j48 myNbins 2 18087 17516 8 2 66.78 98.78 0.27 99.63 GRFECombo50 bayes myNbins 2 18087 17516 8 2 64.89 92.84 1.58 98.15 GRFECombo50 oneR myNbins 2 17456 18087 9 1 56.55 98.13 1.65 97.69 GRFECombo50 j48 myNbins 2 17456 18087 9 1 67.04 99.13 0.85 98.9 GRFECombo50 bayes myNbins 2 17456 18087 9 1 66.06 94.09 1.34 98.46 GRFECombo50 oneR myNbins 2 18087 17456 9 2 56.42 97.83 1.55 97.78 GRFECombo50 j48 myNbins 2 18087 17456 9 2 66.41 98.93 0.51 99.27 GRFECombo50 bayes myNbins 2 18087 17456 9 2 65.39 93.67 1.54 98.25 GRFECombo50 oneR myNbins 2 17512 18087 10 1 56.36 98.08 1.41 97.94 GRFECombo50 j48 myNbins 2 17512 18087 10 1 66.66 98.94 0.35 99.54 GRFECombo50 bayes myNbins 2 17512 18087 10 1 65.04 93.79 1.18 98.66 GRFECombo50 oneR myNbins 2 18087 17512 10 2 56.21 97.53 1.53 98.27 GRFECombo50 j48 myNbins 2 18087 17512 10 2 66.29 98.82 0.88 98.86 GRFECombo50 bayes myNbins 2 18087 17512 10 2 65.29 93.97 1.72 98.07 GRFECombo50 oneR fayyadIrani 2 17495 18087 1 1 56.24 97.89 1.97 97.38 GRFECombo50 j48 fayyadIrani 2 17495 18087 1 1 65.46 99.12 1.36 98.3 GRFECombo50 bayes fayyadIrani 2 17495 18087 1 1 66.79 96.21 1.12 98.72 GRFECombo50 oneR fayyadIrani 2 18087 17495 1 2 57.04 98.4 1.86 97.19 GRFECombo50 j48 fayyadIrani 2 18087 17495 1 2 66.54 99.39 1.64 97.77 GRFECombo50 bayes fayyadIrani 2 18087 17495 1 2 66.71 96.38 1.54 98.2 GRFECombo50 oneR fayyadIrani 2 17500 18087 2 1 56.79 97.81 1.58 97.76 GRFECombo50 j48 fayyadIrani 2 17500 18087 2 1 66.47 99.1 1.26 98.36 GRFECombo50 bayes fayyadIrani 2 17500 18087 2 1 66.82 95.65 1.01 98.84 GRFECombo50 oneR fayyadIrani 2 18087 17500 2 2 56.85 97.53 1.31 98.13 GRFECombo50 j48 fayyadIrani 2 18087 17500 2 2 66.56 99.04 0.66 99.12 GRFECombo50 bayes fayyadIrani 2 18087 17500 2 2 67.22 96.31 1.06 98.74 GRFECombo50 oneR fayyadIrani 2 17502 18087 3 1 57.23 98.01 1.69 97.67 GRFECombo50 j48 fayyadIrani 2 17502 18087 3 1 66.64 99.36 0.6 99.21 GRFECombo50 bayes fayyadIrani 2 17502 18087 3 1 67.17 96.96 1.16 98.65 GRFECombo50 oneR fayyadIrani 2 18087 17502 3 2 56.32 97.77 1.53 97.72 GRFECombo50 j48 fayyadIrani 2 18087 17502 3 2 66.82 99.17 0.82 98.98 GRFECombo50 bayes fayyadIrani 2 18087 17502 3 2 66.69 95.92 0.87 98.99 GRFECombo50 oneR fayyadIrani 2 17483 18087 4 1 56.23 97.82 1.38 98.4 GRFECombo50 j48 fayyadIrani 2 17483 18087 4 1 66.85 99.37 0.65 99.19 GRFECombo50 bayes fayyadIrani 2 17483 18087 4 1 66.71 95.84 1.35 98.43 GRFECombo50 oneR fayyadIrani 2 18087 17483 4 2 56.42 97.91 1.88 97.3 GRFECombo50 j48 fayyadIrani 2 18087 17483 4 2 67.16 99.33 0.74 98.96 GRFECombo50 bayes fayyadIrani 2 18087 17483 4 2 66.8 96.44 0.96 98.87 GRFECombo50 oneR fayyadIrani 2 17464 18087 5 1 56.63 98.08 1.79 97.56 GRFECombo50 j48 fayyadIrani 2 17464 18087 5 1 66.45 99.06 0.96 98.77 GRFECombo50 bayes fayyadIrani 2 17464 18087 5 1 66.76 96.64 1.14 98.72 GRFECombo50 oneR fayyadIrani 2 18087 17464 5 2 55.53 97.7 1.44 98.24 GRFECombo50 j48 fayyadIrani 2 18087 17464 5 2 66.45 99.55 0.57 99.22 GRFECombo50 bayes fayyadIrani 2 18087 17464 5 2 66.83 95.84 1.07 98.73 GRFECombo50 oneR fayyadIrani 2 17520 18087 6 1 56.74 97.68 1.92 97.34 GRFECombo50 j48 fayyadIrani 2 17520 18087 6 1 67.23 98.78 0.38 99.5 GRFECombo50 bayes fayyadIrani 2 17520 18087 6 1 67.13 96.22 1.06 98.72 GRFECombo50 oneR fayyadIrani 2 18087 17520 6 2 56.62 98.45 1.32 98.12 GRFECombo50 j48 fayyadIrani 2 18087 17520 6 2 66.92 99.54 0.93 98.82 GRFECombo50 bayes fayyadIrani 2 18087 17520 6 2 66.39 96.4 1.15 98.69 GRFECombo50 oneR fayyadIrani 2 17483 18087 7 1 57.11 98.12 1.16 98.34 GRFECombo50 j48 fayyadIrani 2 17483 18087 7 1 67.57 99.35 0.62 99.17 GRFECombo50 bayes fayyadIrani 2 17483 18087 7 1 66.82 95.6 1.33 98.44 GRFECombo50 oneR fayyadIrani 2 18087 17483 7 2 56.85 97.84 1.88 97.28 GRFECombo50 j48 fayyadIrani 2 18087 17483 7 2 66.4 99.09 1.11 98.47 GRFECombo50 bayes fayyadIrani 2 18087 17483 7 2 66.99 96.48 0.94 98.9 GRFECombo50 oneR fayyadIrani 2 17543 18087 8 1 56.47 98.16 1.71 98.05 GRFECombo50 j48 fayyadIrani 2 17543 18087 8 1 66.43 99.27 0.91 98.82 GRFECombo50 bayes fayyadIrani 2 17543 18087 8 1 66.71 96.79 1.05 98.79 GRFECombo50 oneR fayyadIrani 2 18087 17543 8 2 56.75 97.78 1.4 98.01 GRFECombo50 j48 fayyadIrani 2 18087 17543 8 2 67.69 99.25 0.59 99.21 GRFECombo50 bayes fayyadIrani 2 18087 17543 8 2 67.19 95.54 1.13 98.67 GRFECombo50 oneR fayyadIrani 2 17539 18087 9 1 56.22 97.74 1.55 98.24 GRFECombo50 j48 fayyadIrani 2 17539 18087 9 1 65.96 99.28 1.22 98.43 GRFECombo50 bayes fayyadIrani 2 17539 18087 9 1 66.51 95.99 1.24 98.59 GRFECombo50 oneR fayyadIrani 2 18087 17539 9 2 56.96 98.03 1.55 97.75 GRFECombo50 j48 fayyadIrani 2 18087 17539 9 2 67.93 99.12 0.27 99.64 GRFECombo50 bayes fayyadIrani 2 18087 17539 9 2 67.26 95.83 1.04 98.76 GRFECombo50 oneR fayyadIrani 2 17541 18087 10 1 56.52 98.47 1.85 97.37 GRFECombo50 j48 fayyadIrani 2 17541 18087 10 1 66.67 99.59 0.58 99.25 GRFECombo50 bayes fayyadIrani 2 17541 18087 10 1 67.14 96.4 1.27 98.49 GRFECombo50 oneR fayyadIrani 2 18087 17541 10 2 56 97.59 1.82 97.5 GRFECombo50 j48 fayyadIrani 2 18087 17541 10 2 66.83 99.42 0.8 99 GRFECombo50 bayes fayyadIrani 2 18087 17541 10 2 66.29 96.13 0.98 98.88