Run
76870

Run 76870

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 01-12-2014 by Mathijs van Liemt
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weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_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.

21 Evaluation measures

Area under ROC curve
0.5349
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.5013
Cross-validation details (10-fold Crossvalidation)
Build CPU time
2.102
Cross-validation details (10-fold Crossvalidation)
Build memory
946860642.556
Cross-validation details (10-fold Crossvalidation)
F measure
0.7801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111512.3208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1658
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, 1.7.0_51, amd64, Windows 7, 6.1]
Precision
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0892
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1077.1263
Total cost
6192510
Cross-validation details (10-fold Crossvalidation)