Run
521890

Run 521890

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(3)Learner classif.glmboost from package(s) mboost.
classif.glmboost(3)_familyBinomial
classif.glmboost(3)_mmstop
classif.glmboost(3)_seed1
classif.glmboost(3)_kindMersenne-Twister
classif.glmboost(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8905
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9161
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6467.5513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0829
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2879
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6268
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.638
UserCPU time millis testing
0.076
UserCPU time millis training
6.562