Run
21844

Run 21844

Task 13 (Supervised Classification) breast-cancer Uploaded 20-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_JRip(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(1)_I40
weka.Bagging_JRip(1)_P100
weka.Bagging_JRip(1)_S1
weka.Bagging_JRip(1)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(1)_num-slots1
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1

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
0.6798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7117
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2788
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.3695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3494
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
0.7274
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9363
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.1815[559.23073532101811013.6533959159474481.49857166643204906.13200343296361745.3925929109241]