Run
1662915

Run 1662915

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.RandomTree(11)Weka implementation of RandomTree
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1

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.

17 Evaluation measures

Area under ROC curve
0.5559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1095
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4145.169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7506
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.7454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3482
Cross-validation details (10-fold Crossvalidation)