Run
523895

Run 523895

Task 3588 (Supervised Classification) pol 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
0.8469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10295.7939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1335
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8665
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7734
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.47
UserCPU time millis testing
0.09
UserCPU time millis training
13.38