Run
566797

Run 566797

Task 3923 (Supervised Classification) datatrieve 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
0.4958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.6053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0923
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1601
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4395
Cross-validation details (10-fold Crossvalidation)
Recall
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2784
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0914
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.344
UserCPU time millis testing
0.032
UserCPU time millis training
0.312