Run
523298

Run 523298

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 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
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9517
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37383.9569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0218
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3106
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.165
UserCPU time millis testing
0.107
UserCPU time millis training
14.058