Run
1666118

Run 1666118

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

weka.NBTree(6)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

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
0.6553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4416.9166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2674
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
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8334
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9779
Cross-validation details (10-fold Crossvalidation)