Run
512078

Run 512078

Task 3644 (Supervised Classification) bodyfat Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(4)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(4)_seed1
classif.LiblineaRL1LogReg(4)_kindMersenne-Twister
classif.LiblineaRL1LogReg(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
0.8138
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8135
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6271
Cross-validation details (10-fold Crossvalidation)
KB relative information score
157.9656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1865
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
0.8141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8135
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8135
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3731
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8638
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.142
UserCPU time millis testing
0.013
UserCPU time millis training
2.129