| Original Data (First split based on X1) | Resampled Data (Values of X1 are fixed) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | X 1 | X 2 | X 3 | X 4 | ID | X 1 | X 2 | X 3 | X 4 | ||
| 1 | x 1,1 | X 1,2 | X 1,3 | X 1,4 |
|
1 | x 1,1 | X 17,2 | X 17,3 | X 17,4 | |
| 2 | X 2,1 | X 2,2 | X 2,3 | X 2,4 | 2 | X 2,1 | X 2,2 | X 3,3 | X 3,4 | ||
| 3 | X 3,1 | X 3,2 | X 3,3 | X 3,4 | 3 | X 3,1 | X 12,2 | X 12,3 | X 12,4 | ||
| … | … | … | … | … | … | … | … | … | … | ||
| n | x n,1 | x n,2 | x n,3 | x n,4 | n | x n,1 | x 24,2 | x 24,3 | x 24,4 | ||
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