Run
1643662

Run 1643662

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

weka.OneR(18)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(18)_B6

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
0.5266
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10456.3971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1703
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
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4126
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1026
Cross-validation details (10-fold Crossvalidation)