Run
17165

Run 17165

Task 27 (Supervised Classification) colic Uploaded 06-06-2014 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)_I20
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.

17 Evaluation measures

Area under ROC curve
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6947
Cross-validation details (10-fold Crossvalidation)
KB relative information score
195.4551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8614
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7137
Cross-validation details (10-fold Crossvalidation)