Run
520868

Run 520868

Task 3899 (Supervised Classification) mozilla4 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
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.853
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6704
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10040.7614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1483
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8517
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.8517
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3852
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.82
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.324
UserCPU time millis testing
0.04
UserCPU time millis training
10.284