This article explains how to programmatically encode categorical data for use with a machine learning (ML) prediction model such as a neural network classification or regression system. Suppose you ...

You can use zero-one encoding: male is encoded as 0 and female is encoded as 1. A dependent variable that has three or more possible values is usually encoded using one-hot encoding or ordinal ...