Table 2 Number of features with and without feature selection
From: A Computational model for compressed sensing RNAi cellular screening
Feature Groups | PSF | SPSF | TD | N-Gram | N-GSK | PC | Image | Speech | All |
|---|---|---|---|---|---|---|---|---|---|
W/O Feature Selection | 20 | 16 | 21 | 336 | 336 | 364 | 132 | 199 | 1424 |
FS individually | 18 | 16 | 21 | 55 | 30 | 49 | 34 | 75 | 298 |
FS combined together | 6 | 4 | 1 | 56 | 13 | 39 | 8 | 16 | 143 |
Proportion | 30% | 25% | 4.8% | 16.7% | 3.9% | 10.7% | 6.1% | 8.0% | 10.0% |