Run
88936

Run 88936

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Thomas Tiel Groenestege
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Flow

weka.Vote_J48(1)Ludmila I. Kuncheva (2004). Combining Pattern Classifiers: Methods and Algorithms. John Wiley and Sons, Inc.. J. Kittler, M. Hatef, Robert P.W. Duin, J. Matas (1998). On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(3):226-239.
weka.J48(13)_C0.25
weka.J48(13)_M2
weka.Vote_J48(1)_RMAJ
weka.Vote_J48(1)_S1
weka.Vote_J48(1)_Bweka.classifiers.trees.J48

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
0.5398
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.3326
Cross-validation details (10-fold Crossvalidation)
F measure
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114103.8007
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1643
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, x86_64, Mac OS X, 10.10.1]
Precision
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5879
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0843
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.2804
Total cost
6125080
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
471
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
104371
Cross-validation details (10-fold Crossvalidation)