Run
21073

Run 21073

Task 47 (Supervised Classification) tae 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
0.6439
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.5677
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3903
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.4371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0155
Cross-validation details (10-fold Crossvalidation)