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HEART DISEASE IN BIG DATA, Factors, MACHINE LEARNING, ENSEMBLE LEARNING,…

- - - - (Talasik, et al., 2020)
        
        RNN
        
        The Rough Set Theory (RST)
      - (Sinha & Kumar, 2024)
        
        CNN (97,7%)
        
        Modified principal component analysis (MPCA)
      - (Joo, et al., 2024)
        
        DNN
        
        GridSearchCV
- - - - Echocardiography (63,33%)
      - Electrocardiography (45,71%)
      - X-Ray (27,14%)
  - - - Cross validation
  - - - Hyperparameter Epoch
  - - - Hyperparameter Tuning
  - - - kategori PDA (patent ductus arteriosus) (80,95%)
      - kategori Normal (78,95%)
      - kategori ASD (atrial septal defect) (80,49)
      - kategori VSD (ventricular septal defect) (79,07%)
- - - - FS Mutual Information (10 fitur)
  - - - FS Chi-squared (10 fitur)
  - - - Meta-heuristic dan Harris hawks optimization (HHO) algorithms,
  - - - Hybrid GA-RBF (genetic algorithm with radial basis function
- - - - EDA