Run
520249

Run 520249

Task 3903 (Supervised Classification) pc3 Uploaded 05-02-2016 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
0.5169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8546
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
356.9013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5801
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0783
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.017
UserCPU time millis testing
0.09
UserCPU time millis training
2.927