Table 4 The value of R2 (50-split average) for neural networks after a given parameter is removed. The standard deviation of the 50-split average is also shown.
From: Computational models with thermodynamic and composition features improve siRNA design
Neural Networks configuration | R | R 2 | std. dev. |
|---|---|---|---|
18 × 1 | 0.5222 | 0.2727 | 0.0073 |
18 × 2 × 1 | 0.5310 | 0.2820 | 0.0066 |
18 × 3 × 1 | 0.5310 | 0.2820 | 0.0062 |
18 × 4 × 1 | 0.5306 | 0.2815 | 0.0065 |
18 × 6 × 1 | 0.5302 | 0.2811 | 0.0061 |
18 × 8 × 1 | 0.5296 | 0.2805 | 0.0064 |
18 × 2 × 2 × 1 | 0.5322 | 0.2832 | 0.0058 |
18 × 3 × 2 × 1 | 0.5324 | 0.2834 | 0.0061 |
18 × 3 × 3 × 1 | 0.5322 | 0.2832 | 0.0059 |
18 × 4 × 3 × 1 | 0.5321 | 0.2831 | 0.0063 |
18 × 6 × 2 × 1 | 0.5315 | 0.2825 | 0.0058 |
18 × 2 × 2 × 2 × 1 | 0.4041 | 0.1633 | 0.0704 |