Run
572576

Run 572576

Task 9977 (Supervised Classification) nomao Uploaded 11-05-2016 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
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9358
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8416
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28621.6364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0638
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9362
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5592
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
654.636
UserCPU time millis testing
0.846
UserCPU time millis training
653.79