Run
21331

Run 21331

Task 23 (Supervised Classification) cmc Uploaded 19-06-2014 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)_I160
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
0.7129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5348
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
369.4689
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3524
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
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
0.5343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.1342[570.75937279643691016.0585376856843484.7593072718849911.80521739130441762.2887878368938]