TABLE V.
Effect of adding features on precision. Reported is the median precision for all combinations for each choice of between 2 and 5 features for the three simulated datasets, 1–100× SNR.
Dataset | 1× SNR | 10× SNR | 100× SNR | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Number of features | 2 | 3 | 4 | 5 | 2 | 3 | 4 | 5 | 2 | 3 | 4 | 5 |
No clustering | 0.32 | 0.32 | 0.32 | 0.32 | 0.38 | 0.38 | 0.37 | 0.38 | 0.41 | 0.41 | 0.41 | 0.41 |
Looser clustering | 0.45 | 0.47 | 0.51 | 0.52 | 0.52 | 0.51 | 0.70 | 0.70 | 0.53 | 0.55 | 0.72 | 0.78 |
Tighter clustering | 0.56 | 0.56 | 0.56 | 0.56 | 0.69 | 0.70 | 0.71 | 0.72 | 0.77 | 0.77 | 0.78 | 0.80 |