Run
24588

Run 24588

Task 2076 (Supervised Classification) kropt Uploaded 12-07-2014 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)_I40
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
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6009
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16988.0977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0576
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
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
0.6031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.6024
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1721
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7715
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
594.7167[344.4392960754984901.7103099323627240.42584073887423526.1822694175953960.8257070148304]