Run
8869680

Run 8869680

Task 145976 (Supervised Classification) diabetes Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.kf

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
0.7896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7577
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.455
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.7996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3129
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
0.7636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8743
Cross-validation details (10-fold Crossvalidation)