Table 6 Effectiveness of varying window size ℓ W .
From: Conotoxin protein classification using free scores of words and support vector machines
ℓ W | A | M | O | T | Average |
|---|---|---|---|---|---|
10 | 86.36 | 93.75 | 73.3 | 65.91 | 79.83 |
20 | 93.75 | 94.89 | 94.89 | 89.77 | 93.325 |
30 | 96.59 | 97.16 | 93.75 | 94.89 | 95.5975 |
40 | 96.59 | 98.3 | 93.75 | 96.02 | 96.165 |
50 | 97.16 | 97.73 | 93.18 | 96.59 | 96.165 |
60 | 96.59 | 98.86 | 94.32 | 95.45 | 96.305 |
70 | 97.73 | 99.43 | 94.32 | 96.59 | 97.0175 |
80 | 97.16 | 98.86 | 93.75 | 93.75 | 95.88 |
90 | 97.16 | 98.3 | 95.45 | 94.89 | 96.45 |
100 | 96.59 | 99.43 | 94.32 | 95.45 | 96.4475 |
200 | 96.02 | 98.3 | 98.3 | 94.32 | 96.735 |
300 | 99.43 | 98.86 | 99.43 | 99.43 | 99.29 |
400 | 97.73 | 98.3 | 95.45 | 96.02 | 96.875 |
500 | 97.16 | 96.59 | 96.02 | 93.75 | 95.88 |
600 | 96.59 | 94.32 | 96.02 | 94.32 | 95.3125 |
700 | 95.45 | 93.18 | 93.75 | 96.02 | 94.6 |
800 | 94.89 | 91.48 | 95.45 | 93.75 | 93.8925 |
900 | 95.45 | 94.32 | 95.45 | 96.02 | 95.31 |
1000 | 95.45 | 90.91 | 93.18 | 94.89 | 93.6075 |