Run
514481

Run 514481

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

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_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
0.7154
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.8742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2331
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
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5128
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0129
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.911
UserCPU time millis testing
0.067
UserCPU time millis training
1.844