Run
514478

Run 514478

Task 37 (Supervised Classification) diabetes Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6686
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
298.3449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2669
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
0.7243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5873
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0839
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.099
UserCPU time millis testing
0.012
UserCPU time millis training
0.087