ENCODER

NUMERICAL ARRAY

Ordinal Encoder

[0, 1, 2, 3]

One-hot Encoder

[[0, 0, 0, 1], [0, 0, 1, 0], [0, 1, 0, 0], [1, 0, 0, 0]]