Run
2148485

Run 2148485

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

randomforest(1)A flow using randomforest 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
0.83 ± 0.0463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7638 ± 0.0495
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4748 ± 0.1071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
257.3874 ± 5.8597
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3063 ± 0.0289
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
0.7627 ± 0.0501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7669 ± 0.0507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7669 ± 0.0507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6739 ± 0.0636
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
0.3976 ± 0.0319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8343 ± 0.0674
Cross-validation details (10-fold Crossvalidation)