Table 3 Hyperparameters and their values for models.
From: Clustering-cum-regression based model and performance analysis for early prediction of heart disease
Model | Hyperparameter | Value |
|---|---|---|
Random Forest | n_estimators | 200 |
max_depth | 10 | |
min_samples_split | 2 | |
min_samples_leaf | 1 | |
max_features | sqrt | |
SVM | kernel | rbf |
C | 1.0 | |
gamma | scale | |
class_weight | balanced | |
KNN | n_neighbors | 5 |
weights | distance | |
metric | euclidean | |
algorithm | auto |
