Run
535165

Run 535165

Task 37 (Supervised Classification) diabetes Uploaded 08-03-2016 by Heidi Seibold
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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
0.7163
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4575
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.8742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2331
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5128
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0129
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
1.16
UserCPU time millis testing
0.06
UserCPU time millis training
1.1