Run
512079

Run 512079

Task 3644 (Supervised Classification) bodyfat 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
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8015
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.9635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1984
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8016
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8016
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3969
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.891
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.056
UserCPU time millis testing
0.012
UserCPU time millis training
0.044