When preprocessing data, the ____ class in Scikit-learn is used to encode categorical features as a one-hot numeric array.

In Scikit-learn, the OneHotEncoder class is used to transform categorical features into a one-hot encoded numeric array. This process is essential when working with machine learning algorithms that require numeric input, as it converts categorical data into a format that the algorithms can understand.