Run
15330

Run 15330

Task 2135 (Supervised Classification) BNG(anneal) Uploaded 04-06-2014 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)_M20

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
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9227
Cross-validation details (10-fold Crossvalidation)
KB relative information score
901487.7894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000000
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
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2034
Cross-validation details (10-fold Crossvalidation)
Recall
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.109
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2592
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0882
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.8317[566.4958240211141015.2555353338006483.2321174670136912.12253004766961577.0526249164507]