Run
77031

Run 77031

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 01-12-2014 by Henry He
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Flow

weka.DecisionTable_BestFirst(3)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(3)_X1

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
0.6285
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.7301
Cross-validation details (10-fold Crossvalidation)
Build CPU time
139.5626
Cross-validation details (10-fold Crossvalidation)
Build memory
1123991806.4046
Cross-validation details (10-fold Crossvalidation)
F measure
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5295.5637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2643
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 8.1, 6.3]
Precision
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9729
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1399.2289
Total cost
6283890
Cross-validation details (10-fold Crossvalidation)