Table 3 Range of input features for generating regression dataset
Function | Range of input features |
|---|---|
\({R}_{1}\) | \({x}_{1}\sim U\left(0, 1\right); {x}_{2}\sim U\left(1, 2\right); {x}_{3}\sim U\left(0.5, 5\right)\) |
\({R}_{2}\) | \({x}_{1}\sim U\left(-1, 1\right); {x}_{2}\sim U\left(0, 5\right); {x}_{3}\sim U\left(0, 3\right)\) |
\({R}_{3}\) | \({x}_{1}\sim U\left(-1, 1\right); {x}_{2}\sim U\left(0, 5\right); {x}_{3}\sim U\left(0, 3\right);{x}_{4}\sim U\left(0, 2\right)\) |