From: GFS: fuzzy preprocessing for effective gene expression analysis
Raw | Scaled | Z-score | Quantile | GFS | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Size | freq | p 1 | p 2 | freq | p 1 | p 2 | freq | p 1 | p 2 | freq | p 1 | p 2 | freq | p 1 | p 2 |
2 | 89 | 0.620 | 0.604 | 94 | 0.476 | 0.482 | 93 | 0.502 | 0.509 | 92 | 0.527 | 0.532 | 82 | 0.128 | 0.105 |
3 | 44 | 0.646 | 0.663 | 44 | 0.646 | 0.663 | 50 | 0.419 | 0.430 | 44 | 0.646 | 0.663 | 46 | 0.030 | 0.030 |
4 | 31 | 0.196 | 0.173 | 32 | 0.162 | 0.153 | 28 | 0.312 | 0.316 | 29 | 0.268 | 0.259 | 33 | 0.001 | 0.001 |
5 | 14 | 0.429 | 0.398 | 13 | 0.509 | 0.487 | 18 | 0.169 | 0.156 | 17 | 0.226 | 0.193 | 20 | 0.001 | 0.002 |
6 | 12 | 0.082 | 0.101 | 15 | 0.018 | 0.024 | 12 | 0.082 | 0.101 | 14 | 0.032 | 0.038 | 6 | 0.045 | 0.043 |
7 | 7 | 0.133 | 0.117 | 7 | 0.133 | 0.117 | 6 | 0.224 | 0.220 | 9 | 0.035 | 0.030 | 14 | 0.000 | 0.000 |
8 | 6 | 0.050 | 0.043 | 6 | 0.050 | 0.043 | 7 | 0.019 | 0.017 | 5 | 0.098 | 0.097 | 5 | 0.006 | 0.005 |
9 | 2 | 0.324 | 0.345 | 2 | 0.324 | 0.345 | 1 | 0.594 | 0.607 | 4 | 0.061 | 0.069 | 3 | 0.043 | 0.031 |
10 | 3 | 0.076 | 0.075 | 1 | 0.451 | 0.449 | 1 | 0.451 | 0.449 | 1 | 0.451 | 0.449 | 1 | 0.177 | 0.168 |
11 | 1 | 0.350 | 0.357 | - | - | - | - | - | - | - | - | - | 1 | 0.129 | 0.117 |
12 | 1 | 0.300 | 0.278 | 1 | 0.300 | 0.278 | 1 | 0.300 | 0.278 | 1 | 0.300 | 0.278 | 1 | 0.066 | 0.083 |
13 | - | - | - | 1 | 0.233 | 0.264 | 1 | 0.233 | 0.264 | 1 | 0.233 | 0.264 | - | - | - |
14 | - | - | - | - | - | - | - | - | - | - | - | - | 1 | 0.021 | 0.019 |
15 | - | - | - | 1 | 0.156 | 0.145 | 1 | 0.156 | 0.145 | 1 | 0.156 | 0.145 | - | - | - |
16 | 1 | 0.133 | 0.139 | 3 | 0.005 | 0.002 | 2 | 0.038 | 0.027 | 2 | 0.038 | 0.027 | 1 | 0.002 | 0.005 |
17 | 3 | 0.006 | 0.001 | 1 | 0.093 | 0.099 | 2 | 0.020 | 0.018 | 1 | 0.093 | 0.099 | 1 | 0.003 | 0.002 |
18 | - | - | - | 1 | 0.077 | 0.070 | 1 | 0.077 | 0.070 | 2 | 0.013 | 0.012 | 1 | 0.000 | 0.001 |
19 | 3 | 0.001 | 0.001 | - | - | - | 1 | 0.008 | 0.007 | - | - | - | 2 | 0.000 | 0.000 |
20 | 1 | 0.035 | 0.041 | - | - | - | - | - | - | - | - | - | - | - | - |
21 | - | - | - | - | - | - | - | - | - | - | - | - | 1 | 0.000 | 0.000 |
22 | - | - | - | 1 | 0.008 | 0.007 | - | - | - | - | - | - | 1 | 0.000 | 0.000 |