Run
1639970

Run 1639970

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.NaiveBayes(13)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4726.5344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.214
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
0.734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0761
Cross-validation details (10-fold Crossvalidation)