Run
572117

Run 572117

Task 7592 (Supervised Classification) adult Uploaded 06-05-2016 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
0.7598
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8454
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26438.7608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1482
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8449
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9022
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
694.891
UserCPU time millis testing
0.696
UserCPU time millis training
694.195