Run
1681581

Run 1681581

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 22-07-2016 by Jan van Rijn
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M8

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
0.5763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-95.9974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2708
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
0.7948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3688
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9855
Cross-validation details (10-fold Crossvalidation)