Run
514484

Run 514484

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

classif.mlp(5)Learner classif.mlp from package(s) RSNNS.
classif.mlp(5)_seed1
classif.mlp(5)_kindMersenne-Twister
classif.mlp(5)_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
0.499
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5128
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0026
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.8113
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3503
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
0.4236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.6497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7707
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2417
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.86
UserCPU time millis testing
1.664
UserCPU time millis training
21.196