Run
88976

Run 88976

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Christoforos Boukouvalas
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Flow

weka.Vote_RandomTree(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.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.Vote_RandomTree(1)_RAVG
weka.Vote_RandomTree(1)_S1
weka.Vote_RandomTree(1)_Bweka.classifiers.trees.RandomTree

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.

22 Evaluation measures

Area under ROC curve
0.682
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
13.1995
Cross-validation details (10-fold Crossvalidation)
F measure
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-23309.6517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2477
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
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.7555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3937
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0533
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.4545
Total cost
5272970
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
593.75
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
32406.25
Cross-validation details (10-fold Crossvalidation)