Run
14782

Run 14782

Task 23 (Supervised Classification) cmc Uploaded 23-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.1
weka.J48(1)_M10

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
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2994
Cross-validation details (10-fold Crossvalidation)
KB relative information score
344.7654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3594
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
0.5559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9333
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.0062[562.83983636088461016.3264661877167484.75925509327664905.8189190131481770.2863098224536]