Run
66016

Run 66016

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Daan Peters
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Flow

weka.MultiClassClassifier_RandomTree(1)Weka implementation of MultiClassClassifier
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.MultiClassClassifier_RandomTree(1)_M3
weka.MultiClassClassifier_RandomTree(1)_R2.0
weka.MultiClassClassifier_RandomTree(1)_S1
weka.MultiClassClassifier_RandomTree(1)_Wweka.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.

21 Evaluation measures

Area under ROC curve
0.5698
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
13.1677
Cross-validation details (10-fold Crossvalidation)
Build CPU time
11.9607
Cross-validation details (10-fold Crossvalidation)
Build memory
972861337.57
Cross-validation details (10-fold Crossvalidation)
F measure
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1373
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-26149.1774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.245
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
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.495
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3242
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1081.2226
Total cost
5260270
Cross-validation details (10-fold Crossvalidation)