Run
1672743

Run 1672743

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 21-07-2016 by Jan van Rijn
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Flow

weka.Stacking_J48(2)David H. Wolpert (1992). Stacked generalization. Neural Networks. 5:241-259.
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.Stacking_J48(2)_Mtrue
weka.Stacking_J48(2)_X10
weka.Stacking_J48(2)_S1
weka.Stacking_J48(2)_num-slots1
weka.Stacking_J48(2)_Bweka.classifiers.trees.J48

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
0.5396
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0859
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6380.571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2035
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
0.7835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8319
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0469
Cross-validation details (10-fold Crossvalidation)