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Table 9 Models accuracy compariso

From: Albatross analytics a hands-on into practice: statistical and data science application

Methods

AUC

Accuracy

Sensitivity

Specificity

hglm

0.9877261

0.98922

0.9843113

0.9925881

svm

0.9753548

0.98356

0.9774139

0.9857814

kern_csvm2

0.9842441

0.98828

0.9797909

0.9918297

kmean_svm2

0.9862619

0.99012

0.9840275

0.9925610

kern_csvm3

0.9852699

0.98816

0.9760351

0.9929982

kmean_svm3

0.9874062

0.99046

0.9823998

0.9937159

kern_csvm4

0.9860299

0.98870

0.9768563

0.9932874

kmean_svm4

0.9894770

0.99046

0.9769520

0.9956495