Run
511202

Run 511202

Task 3747 (Supervised Classification) fri_c0_500_5 Uploaded 28-01-2016 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
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
321.9959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.178
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8438
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.495
UserCPU time millis testing
0.077
UserCPU time millis training
1.418