Run
572607

Run 572607

Task 3504 (Supervised Classification) webdata_wXa Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(8)Learner classif.glmboost from package(s) mboost.
classif.glmboost(8)_openml.seed1
classif.glmboost(8)_openml.kindMersenne-Twister
classif.glmboost(8)_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
0.7053
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.46
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16901.5211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1758
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
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9818
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
41.578
UserCPU time millis testing
0.751
UserCPU time millis training
40.827