Run
521390

Run 521390

Task 9893 (Supervised Classification) hill-valley Uploaded 06-02-2016 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
0.5188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.8365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4777
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5223
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.5223
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3824
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.982
UserCPU time millis testing
0.133
UserCPU time millis training
2.849