Run
572779

Run 572779

Task 3518 (Supervised Classification) tr45.wc Uploaded 12-05-2016 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
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.924
Cross-validation details (10-fold Crossvalidation)
KB relative information score
632.0347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0758
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3895
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.425
UserCPU time millis testing
1.067
UserCPU time millis training
17.358