Run
571562

Run 571562

Task 3543 (Supervised Classification) irish Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(8)Learner classif.glmboost from package(s) mboost.
classif.glmboost(8)_openml.seed1
classif.glmboost(8)_openml.kindMersenne-Twister
classif.glmboost(8)_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
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9878
Cross-validation details (10-fold Crossvalidation)
KB relative information score
493.8545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.991
Cross-validation details (10-fold Crossvalidation)
Recall
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1559
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.506
UserCPU time millis testing
0.041
UserCPU time millis training
0.465