Run
1666044

Run 1666044

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.SimpleCart(4)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(4)_M2.0
weka.SimpleCart(4)_N5
weka.SimpleCart(4)_C1.0
weka.SimpleCart(4)_S1

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
0.6362
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7685
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2364.1197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2659
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
0.7953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8337
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8337
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3655
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9767
Cross-validation details (10-fold Crossvalidation)