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Consider the following dataset with features X, Y and Z
| X | Y | Z |
| Jack | 0 | A |
| Jack | 1 | B |
| Amy | 0 | A |
| Amy | 1 | B |
| Sam | 0 | B |
| Sam | 1 | B |
Let denote the entropy function. Which of the following is true?