Table 1 Parameters defining the simulation scenarios as used in generating data and labels
Scenario | N | \(P_s\) | \(P_n\) | K | \(\Delta \mu\) | \(\sigma ^2\) | \(\pi\) |
|---|---|---|---|---|---|---|---|
2D | 100 | 2 | 0 | 5 | 3.0 | 1 | \((\frac{1}{5}, \frac{1}{5}, \frac{1}{5}, \frac{1}{5}, \frac{1}{5})\) |
Small N, large P | 50 | 500 | 0 | 5 | 1.0 | 1 | \((\frac{1}{5}, \frac{1}{5}, \frac{1}{5}, \frac{1}{5}, \frac{1}{5})\) |
Irrelevant features | 200 | 20 | 100 | 5 | 1.0 | 1 | \((\frac{1}{5}, \frac{1}{5}, \frac{1}{5}, \frac{1}{5}, \frac{1}{5})\) |