Run
573250

Run 573250

Task 3972 (Supervised Classification) OVA_Uterus Uploaded 29-05-2016 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
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4917
Cross-validation details (10-fold Crossvalidation)
KB relative information score
412.4791
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0845
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1481
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9273
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.405
Cross-validation details (10-fold Crossvalidation)
Recall
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2717
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.21
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7729
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
47.857
UserCPU time millis testing
1.425
UserCPU time millis training
46.432