Run
523170

Run 523170

Task 3907 (Supervised Classification) mc1 Uploaded 10-02-2016 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
0.4999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1353.7722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0074
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Number of instances
9466
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10-fold Crossvalidation)
Recall
0.9926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0183
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.984
UserCPU time millis testing
0.07
UserCPU time millis training
6.914