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Vitri Tundjungsari

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Open access Jul 2026

The Implementation of Support Vector Machine and Naïve Bayes Algorithm to Predict Diabetes

The experimental results show that for the GNB model, the best performance was achieved using the combination of StandardScaler, SMOTE, and SelectKBest (k=5), reaching an accuracy of 94.53%, precision 98.36%, recall 90.91%, and f1-score 94.49%.

Joshua Roy Danna Lacanlale, Vitri Tundjungsari · International Journal of Sci... · 0 citations