Table 7 An example of encoding matrix, transformation matrix, and transformed vector (the values 0.5, 0.1 etc. are taken to the vector)
From: A semi–supervised tensor regression model for siRNA efficacy prediction
Sequence | Enconding | Transformation | Transformed data |
|---|---|---|---|
matrix X | matrix T | vector x=T∘X | |
AUGCU | 1 0 0 0 | 0.5 0.7 0.32 0.2 0.5 | (0.5, 0.1, 0.08, 0.6, 0.1) |
0 0 0 1 | 0.3 0.1 0.6 0.6 0.3 | ||
0 0 1 0 | 0.1 0.1 0.08 0.1 0.1 | ||
0 1 0 0 | 0.1 0.1 0 0.1 0.1 | ||
0 0 0 1 |