Run
572773

Run 572773

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

classif.glmnet(5)Learner classif.glmnet from package(s) glmnet.
classif.glmnet(5)_openml.seed1
classif.glmnet(5)_openml.kindMersenne-Twister
classif.glmnet(5)_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
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
603.3326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0197
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
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1146
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4788
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
162.317
UserCPU time millis testing
2.707
UserCPU time millis training
159.61