From: Improvement of Dscam homophilic binding affinity throughout Drosophilaevolution
Features | Pearson correlation coefficient (r) | Root mean square error (RMSE) | Initial feature size | Filtered feature size |
---|---|---|---|---|
Composition alone | 0.61 | 0.137 | 40 | 35 |
Composition & exon labels | 0.65 | 0.132 | 43 | 25 |
Pseudo amino acid alone | 0.74 | 0.131 | 120 | 105 |
Pseudo amino acid & exon labels | 0.65 | 0.131 | 123 | 80 |
Composition & pseudo amino acid | 0.66 | 0.119 | 160 | 55 |
Exon labels alone | 0.40 | 0.140 | 3 | 3 |
All three types of features combined | 0.75 | 0.115 | 163 | 55 |