Run
89099

Run 89099

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)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_N3
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
0.592
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
14.7605
Cross-validation details (10-fold Crossvalidation)
F measure
0.7801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-32422.7746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.249
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
0.7666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0878
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1352.6333
Total cost
5896540
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8034.0515
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
499.2032
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
7534.8483
Cross-validation details (10-fold Crossvalidation)