Run
514492

Run 514492

Task 37 (Supervised Classification) diabetes Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.plr(4)Learner classif.plr from package(s) stepPlr.
classif.plr(4)_seed1
classif.plr(4)_kindMersenne-Twister
classif.plr(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
0.7302
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
373.9013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.224
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
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.776
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.044
UserCPU time millis testing
0.026
UserCPU time millis training
10.018