Run
517249

Run 517249

Task 3915 (Supervised Classification) kc3 Uploaded 29-01-2016 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
0.5405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1254
Cross-validation details (10-fold Crossvalidation)
KB relative information score
110.8154
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9039
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.31
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0627
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.44
UserCPU time millis testing
0.127
UserCPU time millis training
1.313