Table 3 RPISeq predictions on NPInter dataset using RF and SVM classifiers trained on RPI369
From: Predicting RNA-Protein Interactions Using Only Sequence Information
Organism | Total RPI pairs | Pairs predicted by RF (%) | Pairspredicted bySVM (%) |
|---|---|---|---|
H. sapiens | 1189 | 808 (68.0) | 988 (83.1) |
S. cerevisiae | 254 | 168 (66.1) | 226 (89.0) |
M. musculus | 120 | 81 (67.5) | 111 (92.5) |
D. melanogaster | 81 | 38 (46.9) | 53 (65.4) |
E. coli | 37 | 20 (54.0) | 24 (64.9) |
Total | 1681 | 1115 (66.3) | 1402 (83.4) |