Run
16870

Run 16870

Task 53 (Supervised Classification) vehicle Uploaded 05-06-2014 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)_I80
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
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5124
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2502
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5127
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.5213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6675
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9544
Cross-validation details (10-fold Crossvalidation)