Run
571608

Run 571608

Task 15 (Supervised Classification) breast-w Uploaded 05-05-2016 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
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
636.3906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0386
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9614
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1965
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4135
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.684
UserCPU time millis testing
0.078
UserCPU time millis training
3.606