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Baharudin Yusuf

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Open access Aug 2026

COMPARATIVE ANALYSIS OF RANDOM FOREST AND SUPPORT VECTOR MACHINE ALGORITHMS FOR DIABETES MELLITUS PREDICTION

Comparisons of the performance of the Random Forest and Support Vector Machine algorithms in predicting diabetes and the effect of applying the Synthetic Minority Over-sampling Technique to imbalanced data show that Random Forest outperforms SVM.

Baharudin Yusuf · Jurnal Informatika dan Tekni... · 0 citations