Run
84081

Run 84081

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 02-12-2014 by Stephan Oostveen
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Flow

weka.NaiveBayes(2)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.
weka.NaiveBayes(2)_Dtrue
weka.NaiveBayes(2)_output-debug-infotrue

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.

21 Evaluation measures

Area under ROC curve
0.6969
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
13.8417
Cross-validation details (10-fold Crossvalidation)
Build CPU time
13.0108
Cross-validation details (10-fold Crossvalidation)
Build memory
978929749.504
Cross-validation details (10-fold Crossvalidation)
F measure
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18289.9884
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2498
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_25, amd64, Windows 7, 6.1]
Precision
0.7771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3805
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0178
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1170.6626
Total cost
5529490
Cross-validation details (10-fold Crossvalidation)