Run
7003

Run 7003

Task 42 (Supervised Classification) haberman Uploaded 21-05-2014 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)_C0.9
weka.J48(1)_M5

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
0.6027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1854
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.4877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3575
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
0.6917
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7255
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7255
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9167
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0428
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.8048[556.02186590270571015.7906865781697483.0147548568529906.44537908266061757.751385454742]