Run
24658

Run 24658

Task 2076 (Supervised Classification) kropt Uploaded 15-07-2014 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)_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
0.8644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12170.4821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0761
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
0.4323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4418
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.4418
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8856
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.3943[566.31191013187331013.9200573100866477.64318000025406911.48820099582031742.608053324618]