Run
523847

Run 523847

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 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
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9502
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1944.594
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0469
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5651
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.416
UserCPU time millis testing
0.323
UserCPU time millis training
6.093