Run
572610

Run 572610

Task 3504 (Supervised Classification) webdata_wXa Uploaded 11-05-2016 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
0.744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5202
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18232.2041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1642
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8358
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8358
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.45
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9487
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.836
UserCPU time millis testing
0.163
UserCPU time millis training
4.673