Run
523034

Run 523034

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 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
0.551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6068.61
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0365
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1911
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9674
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.436
UserCPU time millis testing
0.059
UserCPU time millis training
11.377