Run
523723

Run 523723

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(6)Learner classif.cforest from package(s) party.
classif.cforest(6)_seed1
classif.cforest(6)_kindMersenne-Twister
classif.cforest(6)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5211
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.0789
Cross-validation details (10-fold Crossvalidation)
F measure
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11310.4674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1653
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
0.8004
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8347
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5902
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0865
Cross-validation details (10-fold Crossvalidation)
Total cost
642320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28876.323
UserCPU time millis testing
4342.578
UserCPU time millis training
24533.745