Run
572383

Run 572383

Task 3521 (Supervised Classification) oh15.wc Uploaded 08-05-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(7)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(7)_openml.seed1
classif.LiblineaRL2LogReg(7)_openml.kindMersenne-Twister
classif.LiblineaRL2LogReg(7)_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
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8369
Cross-validation details (10-fold Crossvalidation)
KB relative information score
764.2806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0287
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
913
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2121
Cross-validation details (10-fold Crossvalidation)
Recall
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5699
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.621
UserCPU time millis testing
0.215
UserCPU time millis training
2.406