Run
566794

Run 566794

Task 3758 (Supervised Classification) chscase_geyser1 Uploaded 25-04-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(6)Learner classif.glmboost from package(s) mboost.
classif.glmboost(6)_openml.seed1
classif.glmboost(6)_openml.kindMersenne-Twister
classif.glmboost(6)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7871
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.0712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0991
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4787
Cross-validation details (10-fold Crossvalidation)
Number of instances
222
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9052
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9694
Cross-validation details (10-fold Crossvalidation)
Recall
0.9009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4891
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6436
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.349
UserCPU time millis testing
0.024
UserCPU time millis training
0.325