Run
573067

Run 573067

Task 3999 (Supervised Classification) AP_Breast_Ovary Uploaded 26-05-2016 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
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
492.8278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0406
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4639
Cross-validation details (10-fold Crossvalidation)
Number of instances
542
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0875
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4184
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
248.626
UserCPU time millis testing
77.144
UserCPU time millis training
171.482