Run
8284

Run 8284

Task 42 (Supervised Classification) haberman 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)_C0.4
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
0.5885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.713
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.3963
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3479
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.7086
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0489
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.4186[559.94883937717861014.4538648883195483.0147548568529907.38658326225751762.2889234168845]