Run
13245

Run 13245

Task 15 (Supervised Classification) breast-w Uploaded 22-05-2014 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)_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
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
582.7888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
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
0.9437
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9428
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.2392[560.84905630822271013.6533323510344481.93081680843505906.44537908266061758.3172656914378]