Table 5 Weights of the linear model trained on the composite-19/21 representation.
From: An accurate and interpretable model for siRNA efficacy prediction
Feature | Weight | Feature | Weight | Feature | Weight | Feature | Weight |
|---|---|---|---|---|---|---|---|
A | 0 | C | 0 | G | 0 | U | 0 |
AA | 0 | AC | 0.03 | AG | 0 | AU | 0 |
CA | 0 | CC | -0.38 | CG | -0.26 | CU | 0 |
GA | 0 | GC | 0 | GG | -1.10 | GU | 0 |
UA | 0.61 | UC | 0.33 | UG | 0 | UU | 0 |
AAA | -0.75 | AAC | 1.76 | AAG | 0.22 | AAU | 0 |
ACA | 1.64 | ACC | 0 | ACG | -1.09 | ACU | 1.08 |
AGA | -0.30 | AGC | 0.21 | AGG | 0 | AGU | 0.10 |
AUA | 0 | AUC | 0.61 | AUG | -0.24 | AUU | 0 |
CAA | 0 | CAC | 0 | CAG | 0 | CAU | 0 |
CCA | 0 | CCC | -2.81 | CCG | 0 | CCU | 0 |
CGA | -0.63 | CGC | 0 | CGG | -0.11 | CGU | 0 |
CUA | 0 | CUC | -1.12 | CUG | 0 | CUU | 0 |
GAA | 0 | GAC | 0 | GAG | 0 | GAU | -0.69 |
GCA | 0 | GCC | -2.26 | GCG | -1.67 | GCU | 0 |
GGA | 0 | GGC | -2.08 | GGG | -0.97 | GGU | 0 |
GUA | 0 | GUC | 0.20 | GUG | 0 | GUU | -1.20 |
UAA | 0 | UAC | 0 | UAG | 1.71 | UAU | 0.13 |
UCA | 0 | UCC | 0 | UCG | 2.51 | UCU | 1.78 |
UGA | 0.92 | UGC | 0 | UGG | 0 | UGU | 0.53 |
UUA | 0 | UUC | 0 | UUG | 1.72 | UUU | -0.10 |
A1 | 10.40 | C1 | 0 | G1 | -1.90 | U1 | 17.23 |
A2 | 0 | C2 | -5.72 | G2 | -5.56 | U2 | 0.71 |
A3 | 0.76 | C3 | -1.72 | G3 | 0 | U3 | 0 |
A4 | 1.40 | C4 | -0.35 | G4 | 0 | U4 | 0 |
A5 | 0 | C5 | -0.31 | G5 | 0 | U5 | 0 |
A6 | -1.78 | C6 | 0 | G6 | 0 | U6 | 0.91 |
A7 | 0.22 | C7 | -4.16 | G7 | -0.28 | U7 | 0 |
A8 | -0.45 | C8 | 0.04 | G8 | -0.23 | U8 | 0 |
A9 | -1.03 | C9 | 0.51 | G9 | -0.06 | U9 | 0 |
A10 | 2.81 | C10 | 0 | G10 | 0.96 | U10 | -0.96 |
A11 | 0 | C11 | 0 | G11 | 0 | U11 | 0.01 |
A12 | 0 | C12 | 0.20 | G12 | 0 | U12 | 0 |
A13 | 0.92 | C13 | 0 | G13 | -0.31 | U13 | 0 |
A14 | 0.05 | C14 | 0 | G14 | -3.76 | U14 | 0 |
A15 | -1.48 | C15 | 0.50 | G15 | 0 | U15 | -1.01 |
A16 | 0.27 | C16 | 0 | G16 | 0 | U16 | -1.36 |
A17 | 0 | C17 | 0.74 | G17 | -0.08 | U17 | 0 |
A18 | -4.92 | C18 | 2.92 | G18 | 0 | U18 | -1.43 |
A19 | -5.39 | C19 | 7.32 | G19 | 5.26 | U19 | 0 |
A20 | -1.16 | C20 | -2.77 | G20 | 0 | U20 | 0.49 |
A21 | 0 | C21 | -5.90 | G21 | 1.46 | U21 | 0 |