Run
572768

Run 572768

Task 3518 (Supervised Classification) tr45.wc Uploaded 12-05-2016 by Rafael Gomes Mantovani
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Flow

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

20 Evaluation measures

Area under ROC curve
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
609.2923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0183
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9087
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4609
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1692.495
UserCPU time millis testing
2.669
UserCPU time millis training
1689.826