Run
517392

Run 517392

Task 3603 (Supervised Classification) space_ga Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(4)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(4)_seed1
classif.LiblineaRL1LogReg(4)_kindMersenne-Twister
classif.LiblineaRL1LogReg(4)_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
0.7635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1640.863
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2359
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9715
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.414
UserCPU time millis testing
0.011
UserCPU time millis training
0.403