Run
65928

Run 65928

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Olav Bunte
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Flow

weka.RandomTree(2)Weka implementation of RandomTree
weka.RandomTree(2)_K7
weka.RandomTree(2)_M1.2
weka.RandomTree(2)_N2
weka.RandomTree(2)_S1337
weka.RandomTree(2)_V0.0015
weka.RandomTree(2)_depth7

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
0.6863
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.2304
Cross-validation details (10-fold Crossvalidation)
Build CPU time
9.3647
Cross-validation details (10-fold Crossvalidation)
Build memory
1028302099.8036
Cross-validation details (10-fold Crossvalidation)
F measure
0.7679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0507
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18814.7018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2597
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_20, amd64, Windows 7, 6.1]
Precision
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3605
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9645
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
416.2493
Total cost
6483760
Cross-validation details (10-fold Crossvalidation)