Run
20890

Run 20890

Task 30 (Supervised Classification) page-blocks Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I10
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3018.2401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9362
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3385
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1502
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7706
Cross-validation details (10-fold Crossvalidation)