Run
523306

Run 523306

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(6)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(6)_seed1
classif.LiblineaRL2LogReg(6)_kindMersenne-Twister
classif.LiblineaRL2LogReg(6)_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
0.9765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37457.9538
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.021
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
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.979
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0464
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1448
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.666
UserCPU time millis testing
0.013
UserCPU time millis training
1.653