Tester: weka.experiment.PairedCorrectedTTester -G 4,5,6 -D 1 -R 2 -S 0.05 -result-matrix "weka.experiment.ResultMatrixPlainText -mean-prec 2 -stddev-prec 2 -col-name-width 0 -row-name-width 25 -mean-width 0 -stddev-width 0 -sig-width 0 -count-width 5 -show-avg -print-col-names -print-row-names -enum-col-names" Analysing: Percent_correct Datasets: 36 Resultsets: 2 Confidence: 0.05 (two tailed) Sorted by: - Date: 6/2/16 4:45 PM Dataset (1) trees.JCH | (2) trees --------------------------------------------------- abalone2 (50) 91.33 | 91.33 bands (50) 72.78 | 76.37 Glass (50) 64.89 | 69.05 Glass2 (50) 92.13 | 93.06 heart-h (50) 81.31 | 80.57 hepatitis (50) 77.23 | 79.74 hypo (50) 99.01 | 99.27 iris (50) 95.73 | 94.93 iris2 (50) 100.00 | 99.33 kddcup (50) 99.21 | 99.54 v kr-vs-kp (50) 99.18 | 99.44 liver (50) 66.69 | 66.38 pima (50) 74.32 | 74.85 segment210 (50) 84.19 | 88.19 segment210_2 (50) 97.33 | 97.90 segment2310 (50) 94.07 | 96.76 v segment2310_2 (50) 99.37 | 99.32 sick_euthyroid (50) 95.71 | 98.00 solar_flare (50) 84.16 | 84.28 spambase (50) 90.25 | 92.76 v splice_junction2 (50) 94.26 | 95.98 v vehicle (50) 68.79 | 71.87 vehicle2 (50) 93.47 | 94.04 voting (50) 94.52 | 96.55 v yeast2 (50) 75.52 | 75.54 breast-w_XRFF (50) 91.93 | 94.45 breast-y_XRFF (50) 75.39 | 74.33 car2_XRFF (50) 97.41 | 94.83 * credit_g_XRFF (50) 69.92 | 71.30 heartc_XRFF (50) 78.48 | 74.71 lymph_XRFF (50) 73.36 | 78.23 lymph2_XRFF (50) 80.01 | 77.08 optdigits2_XRFF (50) 93.49 | 93.87 soybean15CL_XRFF (50) 65.93 | 89.38 v soybean2_XRFF (50) 93.66 | 94.21 credit_a (50) 84.90 | 85.88 --------------------------------------------------- Average 85.83 | 87.31 --------------------------------------------------- (v/ /*) | (6/29/1) Key: (1) trees.JCHAIDStar '-CH-S 0.05 -O -C 0.25 -M 2' 5844369889575666700 (2) trees.J48 '-C 0.25 -M 2' -217733168393644448 ======================================================================================================================= Tester: weka.experiment.PairedCorrectedTTester -G 4,5,6 -D 1 -R 2 -S 0.05 -result-matrix "weka.experiment.ResultMatrixPlainText -mean-prec 4 -stddev-prec 2 -col-name-width 0 -row-name-width 25 -mean-width 2 -stddev-width 2 -sig-width 1 -count-width 5 -show-avg -print-col-names -print-row-names -enum-col-names" Analysing: Weighted_avg_area_under_ROC Datasets: 36 Resultsets: 2 Confidence: 0.05 (two tailed) Sorted by: - Date: 6/2/16 4:46 PM Dataset (1) trees.JCH | (2) trees. ---------------------------------------------------- abalone2 (50) 0.5000 | 0.5000 bands (50) 0.7620 | 0.7790 Glass (50) 0.7907 | 0.8141 Glass2 (50) 0.8962 | 0.8767 heart-h (50) 0.7963 | 0.7809 hepatitis (50) 0.6336 | 0.6720 hypo (50) 0.9577 | 0.9530 iris (50) 0.9719 | 0.9653 iris2 (50) 1.0000 | 0.9900 kddcup (50) 0.9897 | 0.9937 kr-vs-kp (50) 0.9956 | 0.9981 v liver (50) 0.6414 | 0.6499 pima (50) 0.7843 | 0.7571 segment210 (50) 0.9452 | 0.9378 segment210_2 (50) 0.9661 | 0.9461 segment2310 (50) 0.9846 | 0.9865 segment2310_2 (50) 0.9855 | 0.9838 sick_euthyroid (50) 0.9287 | 0.9462 solar_flare (50) 0.5220 | 0.5870 v spambase (50) 0.9239 | 0.9383 splice_junction2 (50) 0.9646 | 0.9604 vehicle (50) 0.8605 | 0.8506 vehicle2 (50) 0.9549 | 0.9392 voting (50) 0.9479 | 0.9778 v yeast2 (50) 0.7138 | 0.7275 breast-w_XRFF (50) 0.9391 | 0.9645 breast-y_XRFF (50) 0.6649 | 0.6038 car2_XRFF (50) 0.9959 | 0.9799 * credit_g_XRFF (50) 0.6547 | 0.6441 heartc_XRFF (50) 0.8081 | 0.7608 lymph_XRFF (50) 0.7790 | 0.8090 lymph2_XRFF (50) 0.8134 | 0.7677 optdigits2_XRFF (50) 0.9003 | 0.8834 soybean15CL_XRFF (50) 0.9418 | 0.9661 v soybean2_XRFF (50) 0.8404 | 0.8236 credit_a (50) 0.8674 | 0.8826 ---------------------------------------------------- Average 0.8506 | 0.8499 ---------------------------------------------------- (v/ /*) | (4/31/1) Key: (1) trees.JCHAIDStar '-CH-S 0.05 -O -C 0.25 -M 2' 5844369889575666700 (2) trees.J48 '-C 0.25 -M 2' -217733168393644448 ======================================================================================================================= Tester: weka.experiment.PairedCorrectedTTester -G 4,5,6 -D 1 -R 2 -S 0.05 -result-matrix "weka.experiment.ResultMatrixPlainText -mean-prec 4 -stddev-prec 2 -col-name-width 0 -row-name-width 25 -mean-width 2 -stddev-width 2 -sig-width 1 -count-width 5 -show-avg -print-col-names -print-row-names -enum-col-names" Analysing: UserCPU_Time_training Datasets: 36 Resultsets: 2 Confidence: 0.05 (two tailed) Sorted by: - Date: 6/2/16 4:48 PM Dataset (1) trees.JCH | (2) trees. ---------------------------------------------------- abalone2 (50) 0.0250 | 0.0214 bands (50) 0.0246 | 0.0096 * Glass (50) 0.0028 | 0.0028 Glass2 (50) 0.0020 | 0.0014 heart-h (50) 0.0012 | 0.0020 hepatitis (50) 0.0010 | 0.0016 hypo (50) 0.0294 | 0.0180 * iris (50) 0.0000 | 0.0000 iris2 (50) 0.0000 | 0.0000 kddcup (50) 0.1140 | 0.0474 * kr-vs-kp (50) 0.0184 | 0.0134 liver (50) 0.0008 | 0.0018 pima (50) 0.0046 | 0.0044 segment210 (50) 0.0050 | 0.0034 segment210_2 (50) 0.0014 | 0.0008 segment2310 (50) 0.0744 | 0.0320 * segment2310_2 (50) 0.0260 | 0.0220 sick_euthyroid (50) 0.1790 | 0.0372 * solar_flare (50) 0.0018 | 0.0016 spambase (50) 0.3604 | 0.3092 * splice_junction2 (50) 0.0456 | 0.0158 * vehicle (50) 0.0164 | 0.0126 vehicle2 (50) 0.0096 | 0.0064 voting (50) 0.0054 | 0.0010 yeast2 (50) 0.0084 | 0.0112 breast-w_XRFF (50) 0.0188 | 0.0006 * breast-y_XRFF (50) 0.0010 | 0.0006 car2_XRFF (50) 0.0088 | 0.0012 * credit_g_XRFF (50) 0.0090 | 0.0098 heartc_XRFF (50) 0.0026 | 0.0022 lymph_XRFF (50) 0.0016 | 0.0002 lymph2_XRFF (50) 0.0016 | 0.0010 optdigits2_XRFF (50) 0.3878 | 0.0440 * soybean15CL_XRFF (50) 0.1094 | 0.0020 * soybean2_XRFF (50) 0.0014 | 0.0012 credit_a (50) 0.0042 | 0.0032 ---------------------------------------------------- Average 0.0418 | 0.0179 ---------------------------------------------------- (v/ /*) | (0/25/11) Key: (1) trees.JCHAIDStar '-CH-S 0.05 -O -C 0.25 -M 2' 5844369889575666700 (2) trees.J48 '-C 0.25 -M 2' -217733168393644448 ======================================================================================================================= Tester: weka.experiment.PairedCorrectedTTester -G 4,5,6 -D 1 -R 2 -S 0.05 -result-matrix "weka.experiment.ResultMatrixPlainText -mean-prec 2 -stddev-prec 2 -col-name-width 0 -row-name-width 25 -mean-width 2 -stddev-width 2 -sig-width 1 -count-width 5 -show-avg -print-col-names -print-row-names -enum-col-names" Analysing: measureTreeSize Datasets: 36 Resultsets: 2 Confidence: 0.05 (two tailed) Sorted by: - Date: 6/2/16 4:52 PM Dataset (1) trees.JCH | (2) trees. ---------------------------------------------------- abalone2 (50) 1.00 | 1.00 bands (50) 47.70 | 94.00 v Glass (50) 14.68 | 45.72 v Glass2 (50) 14.40 | 12.60 heart-h (50) 5.24 | 9.58 v hepatitis (50) 9.22 | 17.72 v hypo (50) 8.12 | 12.28 v iris (50) 8.36 | 8.28 iris2 (50) 3.00 | 3.00 kddcup (50) 37.20 | 105.66 v kr-vs-kp (50) 64.04 | 55.68 * liver (50) 12.04 | 49.32 v pima (50) 19.64 | 41.24 v segment210 (50) 21.72 | 24.80 v segment210_2 (50) 6.96 | 7.88 segment2310 (50) 81.28 | 80.96 segment2310_2 (50) 15.36 | 18.96 v sick_euthyroid (50) 29.78 | 25.24 solar_flare (50) 2.68 | 4.32 v spambase (50) 235.32 | 206.96 * splice_junction2 (50) 40.74 | 139.56 v vehicle (50) 82.32 | 137.28 v vehicle2 (50) 38.40 | 40.44 voting (50) 4.38 | 10.68 v yeast2 (50) 18.44 | 66.32 v breast-w_XRFF (50) 15.10 | 32.00 v breast-y_XRFF (50) 5.08 | 11.90 car2_XRFF (50) 53.92 | 94.48 v credit_g_XRFF (50) 29.42 | 126.74 v heartc_XRFF (50) 16.08 | 41.98 v lymph_XRFF (50) 8.16 | 29.00 v lymph2_XRFF (50) 10.14 | 25.28 v optdigits2_XRFF (50) 60.42 | 435.52 v soybean15CL_XRFF (50) 23.72 | 71.90 v soybean2_XRFF (50) 5.98 | 11.26 v credit_a (50) 7.56 | 32.98 v ---------------------------------------------------- Average 29.38 | 59.24 ---------------------------------------------------- (v/ /*) | (25/9/2) Key: (1) trees.JCHAIDStar '-CH-S 0.05 -O -C 0.25 -M 2' 5844369889575666700 (2) trees.J48 '-C 0.25 -M 2' -217733168393644448 ======================================================================================================================= Tester: weka.experiment.PairedCorrectedTTester -G 4,5,6 -D 1 -R 2 -S 0.05 -result-matrix "weka.experiment.ResultMatrixPlainText -mean-prec 2 -stddev-prec 2 -col-name-width 0 -row-name-width 25 -mean-width 3 -stddev-width 2 -sig-width 1 -count-width 5 -show-avg -print-col-names -print-row-names -enum-col-names" Analysing: measureNumLeaves Datasets: 36 Resultsets: 2 Confidence: 0.05 (two tailed) Sorted by: - Date: 6/2/16 4:52 PM Dataset (1) trees.JCH | (2) trees. ---------------------------------------------------- abalone2 (50) 1.00 | 1.00 bands (50) 25.38 | 58.08 v Glass (50) 7.84 | 23.36 v Glass2 (50) 7.70 | 6.80 heart-h (50) 3.12 | 5.76 v hepatitis (50) 5.14 | 9.36 v hypo (50) 4.56 | 6.64 v iris (50) 4.68 | 4.64 iris2 (50) 2.00 | 2.00 kddcup (50) 19.10 | 92.60 v kr-vs-kp (50) 32.52 | 29.34 * liver (50) 6.52 | 25.16 v pima (50) 10.32 | 21.12 v segment210 (50) 11.36 | 12.90 v segment210_2 (50) 3.98 | 4.44 segment2310 (50) 41.14 | 40.98 segment2310_2 (50) 8.18 | 9.98 v sick_euthyroid (50) 15.74 | 13.12 solar_flare (50) 1.84 | 2.72 spambase (50) 118.16 | 103.98 * splice_junction2 (50) 22.04 | 122.24 v vehicle (50) 41.66 | 69.14 v vehicle2 (50) 19.70 | 20.72 voting (50) 2.70 | 5.84 v yeast2 (50) 9.72 | 33.66 v breast-w_XRFF (50) 10.38 | 28.90 v breast-y_XRFF (50) 3.04 | 8.94 car2_XRFF (50) 30.68 | 69.06 v credit_g_XRFF (50) 15.92 | 90.22 v heartc_XRFF (50) 8.74 | 27.24 v lymph_XRFF (50) 5.34 | 20.06 v lymph2_XRFF (50) 6.08 | 16.86 v optdigits2_XRFF (50) 43.32 | 409.96 v soybean15CL_XRFF (50) 13.64 | 49.24 v soybean2_XRFF (50) 3.98 | 8.38 v credit_a (50) 4.32 | 22.26 v ---------------------------------------------------- Average 15.88 | 41.02 ---------------------------------------------------- (v/ /*) | (24/10/2) Key: (1) trees.JCHAIDStar '-CH-S 0.05 -O -C 0.25 -M 2' 5844369889575666700 (2) trees.J48 '-C 0.25 -M 2' -217733168393644448