Deviation from original tree (lower is better)00.010.020.030.040.050.060.070.080.090.10.11Training objective value (lower is better)0.080.090.10.110.120.130.140.150.160.170.180.19All treesSelected tree

Original Tree

≥ 0.7315 < 0.7315 ≥ -3.398 < -3.398 ≥ 2.259 < 2.259 ≥ -0.5387 < -0.5387 ≥ 5.167 < 5.167 ≥ 1.088 < 1.088Predict 0 p = 55.54%1curtosisPredict 0 p = 53.26%2skewnessPredict 0 p = 58.42%9variancePredict 1 p = 79.29%3variancePredict 0 p = 88.11%6variancePredict 1 p = 83.67%10skewnessPredict 0 p = 98.08%13Predict 1 p = 96.89%4Predict 0 p = 97.30%5Predict 1 p = 100.00%7Predict 0 p = 100.00%8Predict 1 p = 100.00%11Predict 0 p = 100.00%12
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Tree 22: training error 0.0875, deviation 0.0281

≥ 0.3236 < 0.3236 ≥ 2.282 < 2.282 ≥ -3.791 < -3.791 ≥ -0.2779 < -0.2779 ≥ 5.21 < 5.21Predict 0 p = 55.54%1skewnessPredict 1 p = 61.99%2curtosisPredict 0 p = 91.93%9variancePredict 1 p = 94.57%3variancePredict 0 p = 50.60%6variancePredict 1 p = 100.00%10Predict 0 p = 100.00%11Predict 1 p = 100.00%4Predict 0 p = 100.00%5Predict 1 p = 91.62%7Predict 0 p = 99.35%8
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