Table 1 Encoding the variable D
From: NLR, MLP, SVM, and LDA: a comparative analysis on EMG data from people with trans-radial amputation
D | Description | Example |
|---|---|---|
1 | Linear case (LR) | x1, x2, x3, x4, x5, x6 |
2 | max 2nd degree | x1, …, x6, x1x2, x1x3, …, x5x6, x1 2, x2 2, …, x6 2 |
3 | max 3rd degree | x1, …, x6 2, x1x2x3, …, x4x5x6, x1 3, …, x6 3 |
4 | max 4th degree | x1, …, x6 3, x1x2x3x4, …, x3x4x5x6, x1 4, …, x6 4 |
5 | max 5th degree | x1, …, x6 4, x1x2x3x4x5, …, x2x3x4x5x6, x1 5, …, x6 5 |
6 | max 6th degree | x1, …, x6 5, x1x2x3x4x5x6, x1 6, …, x6 6 |
7 | max 7th degree | x1, …, x6 6, x1 7, x2 7, x3 7, x4 7, x5 7, x6 7 |