Run
24890

Run 24890

Task 11 (Supervised Classification) balance-scale Uploaded 19-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I20
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9378
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
345.6933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1611
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8304
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2799
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6427
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.7691[538.01375218577771015.2555353338006483.88543266528814910.53839766977511761.1524117823017]