Run
518461

Run 518461

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 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
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
219.2808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0417
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4129
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.101
UserCPU time millis testing
0.013
UserCPU time millis training
0.088