Run
511098

Run 511098

Task 3657 (Supervised Classification) fri_c2_500_5 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(2)Learner classif.glmboost from package(s) mboost.
classif.glmboost(2)_familyBinomial
classif.glmboost(2)_mmstop
classif.glmboost(2)_seed1
classif.glmboost(2)_kindMersenne-Twister
classif.glmboost(2)_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
0.6987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7126
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4009
Cross-validation details (10-fold Crossvalidation)
KB relative information score
198.1961
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5348
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0899
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.296
UserCPU time millis testing
0.08
UserCPU time millis training
1.216