Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
blue. One way we could represent this numerically is by assigning each color a number [5]. This is known as integer encoding. For Machine Learning, this encoding can be problematic — in this example, we’re essentially saying “green” is the average of “red” and “blue”, which can lead to weird