DEVELOPMENT... OpenML
Run
88936

Run 88936

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Terri
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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
Average cost
15.3326
F measure
0.7834
Per class
Kappa
0.1193
KB relative information score
114103.8007
Mean absolute error
0.1643
Mean prior absolute error
0.2795
Number of instances
399482
Per class
OS information
[Oracle Corporation, 1.8.0, x86_64, Mac OS X, 10.10.1]
Precision
0.7968
Per class
Predictive accuracy
0.8357
Prior entropy
0.653
Recall
0.8357
Per class
Relative absolute error
0.5879
Root mean prior squared error
0.3738
Root mean squared error
0.4053
Root relative squared error
1.0843
SciMark benchmark
1240.2804
Total cost
6125080
UserCPU time millis testing
471
UserCPU time millis training
104371