Run
572766

Run 572766

Task 3481 (Supervised Classification) isolet 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
0.9794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7484.2709
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9605
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2871
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
55204.543
UserCPU time millis testing
5.851
UserCPU time millis training
55198.692