Run
514479

Run 514479

Task 37 (Supervised Classification) diabetes 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
0.7277
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
376.1909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2227
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4719
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.99
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.204
UserCPU time millis testing
0.013
UserCPU time millis training
0.191