Run
522806

Run 522806

Task 3698 (Supervised Classification) bank32nh Uploaded 09-02-2016 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
0.7458
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4344.6838
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1887
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4281
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8062
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8113
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8113
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4408
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4627
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9389
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.731
UserCPU time millis testing
0.061
UserCPU time millis training
5.67