Run
572553

Run 572553

Task 3536 (Supervised Classification) oh10.wc Uploaded 10-05-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(7)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(7)_openml.seed1
classif.LiblineaRL1LogReg(7)_openml.kindMersenne-Twister
classif.LiblineaRL1LogReg(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
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7979
Cross-validation details (10-fold Crossvalidation)
KB relative information score
842.5977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0356
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
1050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8219
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2054
Cross-validation details (10-fold Crossvalidation)
Recall
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2015
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6349
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.067
UserCPU time millis testing
0.318
UserCPU time millis training
3.749