Run
14766

Run 14766

Task 55 (Supervised Classification) vote 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)_C0.5
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
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
386.7769
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
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
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3507
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.5924[564.84479963454011014.1868590421574484.3219757802961908.32989414330441766.2785639901995]