Table 1 Classifier configurations and hyperparameters.
From: Multiscale analysis of heart sound signals in the wavelet domain for heart murmur detection
Classifier | Kernel/function | Hyperparameters |
|---|---|---|
LR | L1-penalty, saga solver | Regularization = 0.1 |
SVM | Radial Basis Function | Kernel scale = 0.1, box constraint = 100 |
KNN | Minkowski distance | k = 35 neighbors |
Neural network | 4 hidden layers (10, 8, 4, 2) | ReLU activation, Adam optimizer |
