Run
571609

Run 571609

Task 15 (Supervised Classification) breast-w Uploaded 05-05-2016 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
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9239
Cross-validation details (10-fold Crossvalidation)
KB relative information score
643.313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0343
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.925
UserCPU time millis testing
0.076
UserCPU time millis training
0.849