title: Scikit-learn's LabelBinarizer vs. OneHotEncoder
body: <p>What is the difference between the two? It seems that both create new columns, which their number is equal to the number of unique categories in the feature. Then they assign 0 and 1 to data points depending on what category they are in. </p>