Table 4 Effects of varying feature size on a dataset that comprises of all the common genes that exist across of all the 49 human tissues
From: A novel feature extraction method based on highly expressed SNPs for tissue-specific gene prediction
Feature size | Featureset | |||
|---|---|---|---|---|
Forward | Reverse | |||
Acc | F1 | Acc | F1 | |
[6, 7, 8] | 0.82 | 0.78 | 0.87 | 0.84 |
[7, 8, 9] | 0.91 | 0.89 | 0.95 | 0.93 |
[8, 9, 10] | 0.95 | 0.94 | 0.98 | 0.97 |
[9, 10, 11] | 0.97 | 0.97 | 0.99 | 0.99 |
[10, 11, 12] | 0.98 | 0.98 | 1.00 | 0.99 |