Run
24255

Run 24255

Task 42 (Supervised Classification) haberman Uploaded 03-07-2014 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
0.6583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.2525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3511
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
0.6564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7124
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7124
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9679
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
595.2829[344.0317051262612899.6054292952551242.92801028643973525.9710858052357963.8781221255782]