Run
1688299

Run 1688299

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 23-07-2016 by Jan van Rijn
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Flow

weka.Bagging_OneR(13)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.OneR(18)_B6
weka.Bagging_OneR(13)_P100
weka.Bagging_OneR(13)_S1
weka.Bagging_OneR(13)_num-slots1
weka.Bagging_OneR(13)_I10
weka.Bagging_OneR(13)_Wweka.classifiers.rules.OneR

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5628.7742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1983
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7275
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8267
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8267
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0753
Cross-validation details (10-fold Crossvalidation)
Total cost