Run
20181

Run 20181

Task 2076 (Supervised Classification) kropt Uploaded 18-06-2014 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)_C0.9
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
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16521.894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0508
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
0.5826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.584
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.584
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5103
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.2794[560.12864292244511006.2428440653358474.05817848535891.04006313310671754.9271701211055]