Run
514460

Run 514460

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

classif.bdk(3)Learner classif.bdk from package(s) kohonen.
classif.bdk(3)_seed1
classif.bdk(3)_kindMersenne-Twister
classif.bdk(3)_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
0.6513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
225.0781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3086
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
0.6862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.6914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.679
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1655
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.883
UserCPU time millis testing
0.075
UserCPU time millis training
1.808