Run
513737

Run 513737

Task 3777 (Supervised Classification) balloon Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(4)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(4)_seed1
classif.LiblineaRL2LogReg(4)_kindMersenne-Twister
classif.LiblineaRL2LogReg(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
0.5967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7498
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
779.3475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1984
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3658
Cross-validation details (10-fold Crossvalidation)
Number of instances
2001
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8016
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7969
Cross-validation details (10-fold Crossvalidation)
Recall
0.8016
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0416
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.073
UserCPU time millis testing
0.013
UserCPU time millis training
0.06