Run
523904

Run 523904

Task 3588 (Supervised Classification) pol Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(6)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(6)_seed1
classif.LiblineaRL1LogReg(6)_kindMersenne-Twister
classif.LiblineaRL1LogReg(6)_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
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11087.6019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.111
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7053
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1
UserCPU time millis testing
0.016
UserCPU time millis training
0.984