Run
1664095

Run 1664095

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

weka.PART(4)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(4)_C0.25
weka.PART(4)_M2
weka.PART(4)_Q1

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
0.6727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0519
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2012.3137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2615
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
0.7893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8329
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8329
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9707
Cross-validation details (10-fold Crossvalidation)