Run
2152881

Run 2152881

Task 37 (Supervised Classification) diabetes Uploaded 16-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

decisionStumpAdaboost(1)A flow using decisionStump & AdaBOOST 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
0.8065 ± 0.0454
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7399 ± 0.0504
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4185 ± 0.1175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.4753 ± 5.974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3142 ± 0.0292
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
0.7393 ± 0.0499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7461 ± 0.0456
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7461 ± 0.0456
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6914 ± 0.0645
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
0.4148 ± 0.0318
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8702 ± 0.0673
Cross-validation details (10-fold Crossvalidation)