Run
1851831

Run 1851831

Task 3903 (Supervised Classification) pc3 Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.cvglmnet.preproc(2)Learner mlr.classif.cvglmnet.preproc from package(s) glmnet.
mlr.classif.cvglmnet.preproc(2)_openml.seed1
mlr.classif.cvglmnet.preproc(2)_openml.kindMersenne-Twister
mlr.classif.cvglmnet.preproc(2)_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.

17 Evaluation measures

Area under ROC curve
0.7817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0716
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-165.2518
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1656
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8464
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2896
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9555
Cross-validation details (10-fold Crossvalidation)