Run
89100

Run 89100

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 07-12-2014 by Perry van Wesel
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Flow

weka.RandomTree(2)Weka implementation of RandomTree
weka.RandomTree(2)_K5
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_N20
weka.RandomTree(2)_S341151611
weka.RandomTree(2)_V0.001

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
0.5683
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
14.3585
Cross-validation details (10-fold Crossvalidation)
F measure
0.7687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1154
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-47924.7165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.25
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
0.7549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2159
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1352.6333
Total cost
5735980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14071.2902
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
514.8033
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
13556.4869
Cross-validation details (10-fold Crossvalidation)