Table 4 Ten simulation datasets and their input features.
Dataset | Function | No converted input features | Converted input features |
|---|---|---|---|
1 | Y = |X 1 − X 2| = Z 1 | {X 1, X 2} | {Z 1} |
2 | Y = |X 1 − X 2| + |X 3 − X 4| = Z 1 + Z 2 | {X 1, X 2, X 3, X 4} | {Z 1, Z 2} |
… | … | … | … |
10 | Y = |X 1 − X 2| + |X 3 − X 4| + … + |X 19 − X 20| = Z 1 + Z 2 + … + Z 10 | {X 1, X 2, X 3, X 4,…, X 19, X 20} | {Z 1, Z 2,…, Z 10} |
