Run
566798

Run 566798

Task 42 (Supervised Classification) haberman 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
0.5598
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.5628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2582
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7418
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7418
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.662
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1517
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.422
UserCPU time millis testing
0.038
UserCPU time millis training
0.384