Table 1 Selected model parameter configurations.
From: Artificial intelligence enabled smart mask for speech recognition for future hearing devices
ML model | Parameter | Setting |
|---|---|---|
Random forest | N estimators | 200 |
CV | 10 | |
Criterion | gini | |
Min sample split | 2 | |
Max feature | Sqrt | |
Min sample | 1 | |
K-nearest neighbours | N Neigbors | 3 |
CV | 10 | |
Weights | Uniform | |
Leaf size | 30 | |
P | 2 | |
Metric | Minowski | |
SVM RBF | Gamma | Auto |
Kernel | Rbf | |
C | 6.7 | |
Degree | 3 | |
Cache size | 200 |
