Run
11694

Run 11694

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)_C0.7
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
0.6107
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7009
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.7425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.345
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
0.693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7157
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7157
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8847
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.4404[563.38522762117461015.7906865781697484.1035797902428911.17132945493631757.7512505720342]