Run
515898

Run 515898

Task 39 (Supervised Classification) sonar 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
0.7495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.33
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2452
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7568
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9926
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.096
UserCPU time millis testing
0.019
UserCPU time millis training
0.077