Run
523664

Run 523664

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

classif.LiblineaRL1LogReg(6)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(6)_seed1
classif.LiblineaRL1LogReg(6)_kindMersenne-Twister
classif.LiblineaRL1LogReg(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
0.5027
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7478
Cross-validation details (10-fold Crossvalidation)
F measure
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10885.5999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1678
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
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8322
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0946
Cross-validation details (10-fold Crossvalidation)
Total cost
669040
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.559
UserCPU time millis testing
0.02
UserCPU time millis training
1.539