Feature Vector Hyperparameters | ||||
---|---|---|---|---|
Region | Best classifier | n-gram Range | Word/Character | Model Hyperparameters |
Inner Ear | SVM (Linear) | 1–2 | Word | Cost parameter, C = 0.1 |
Middle Ear | Logistic Regression | 1–3 | Word | Regularization cost, l = 0.1 |
Outer Ear | SVM (Linear) | 1–3 | Word | Cost parameter, C = 0.333 |
Mastoid | Decision Tree | 1–3 | Character | Max depth = 2 |