Run
14043

Run 14043

Task 13 (Supervised Classification) breast-cancer 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)_C0.9
weka.J48(1)_M15

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
0.6555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7017
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.254
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.7422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3579
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
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
0.7245
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.868[557.62168423933221009.4054313942349479.99187728791736908.01521433887441749.3060121829703]