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Table 5 Normalized decision matrix

From: Predicting stroke occurrences: a stacked machine learning approach with feature selection and data preprocessing

Model

Accuracy

Precision

Recall

F1-score

KNN

0.83396

0.82716

0.8384

0.83276

NN

0.7688

0.7455

0.7781

0.7615

RF

0.7688

0.7562

0.7716

0.7638

SVM-L

0.51118

0.5037

0.5098

0.5067

SVM-R

0.7488

0.703

0.7481

0.7249

ADA

0.80437

0.7611

0.8162

0.7877

MNB

0.72815

0.6707

0.7361

0.7017

Proposed method

0.986

0.979

0.996

0.987

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BMC Bioinformatics

ISSN: 1471-2105

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