Run
88763

Run 88763

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Christoforos Boukouvalas
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Flow

weka.JRip(2)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.5121
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.3991
Cross-validation details (10-fold Crossvalidation)
F measure
0.7644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4307.2195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2765
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
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8337
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8337
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3719
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9948
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1437.9296
Total cost
6551160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
182
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
51506
Cross-validation details (10-fold Crossvalidation)