Run
523802

Run 523802

Task 3600 (Supervised Classification) ailerons 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
0.871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10241.6269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1233
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4884
Cross-validation details (10-fold Crossvalidation)
Number of instances
13750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9832
Cross-validation details (10-fold Crossvalidation)
Recall
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4942
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7107
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.017
UserCPU time millis testing
0.078
UserCPU time millis training
9.939