Rather than treating everything as a binary classification problem, we need to recognize that some problems require more complex deep learning solutions. Newsletters Games Share a News Tip.

The goal of a binary classification problem is to make a prediction that can be one of just two possible values. For example, you might want to predict the sex (male or female) of a person based on ...

A binary classification problem is one where the goal is to predict the value of a variable where there are exactly two discrete possibilities. For example, you might want to predict the sex of a ...