Run
572603

Run 572603

Task 3504 (Supervised Classification) webdata_wXa 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
0.7469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18380.4008
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1629
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9449
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1331.477
UserCPU time millis testing
6.483
UserCPU time millis training
1324.994