Run
2148417

Run 2148417

Task 37 (Supervised Classification) diabetes Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

naivebayes(1)A flow using naivebayes for the POC.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8136 ± 0.0516
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7556 ± 0.0453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4562 ± 0.1036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.7802 ± 5.9181
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2878 ± 0.0306
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7544 ± 0.0468
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7591 ± 0.0435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7591 ± 0.0435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6331 ± 0.0676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.421 ± 0.0395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8833 ± 0.0834
Cross-validation details (10-fold Crossvalidation)