Run
520820

Run 520820

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(3)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(3)_s0.01
classif.glmnet(3)_seed1
classif.glmnet(3)_kindMersenne-Twister
classif.glmnet(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6055
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3946.4096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0189
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9115
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.233
UserCPU time millis testing
0.108
UserCPU time millis training
3.125