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DINDA, MEILANI ADITYA WATI (2025) HYPERPARAMETER TUNING OPTIMIZATION USING GRIDSEARCH AND RANDOMSEARCH IN SUPPORT VECTOR MACHINE (SVM) METHOD FOR THE CLASSIFICATION OF HEART DISEASE PATIENT DATA. FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM, UNIVERSITAS LAMPUNG.