Run
566796

Run 566796

Task 3724 (Supervised Classification) vinnie Uploaded 25-04-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(6)Learner classif.glmboost from package(s) mboost.
classif.glmboost(6)_openml.seed1
classif.glmboost(6)_openml.kindMersenne-Twister
classif.glmboost(6)_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
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
259.8793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1579
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997
Cross-validation details (10-fold Crossvalidation)
Number of instances
380
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8421
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.8421
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.316
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3974
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.795
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.424
UserCPU time millis testing
0.026
UserCPU time millis training
0.398