Run
523651

Run 523651

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(4)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(4)_familyBinomial
classif.blackboost(4)_seed1
classif.blackboost(4)_kindMersenne-Twister
classif.blackboost(4)_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
0.508
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.557
Cross-validation details (10-fold Crossvalidation)
F measure
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0261
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11028.6675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.167
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
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0919
Cross-validation details (10-fold Crossvalidation)
Total cost
661420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
75.515
UserCPU time millis testing
1.143
UserCPU time millis training
74.372