Run
572726

Run 572726

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(7)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(7)_openml.seed1
classif.blackboost(7)_openml.kindMersenne-Twister
classif.blackboost(7)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2618.0853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.565
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2104.231
UserCPU time millis testing
559.427
UserCPU time millis training
1544.804