Binary Classification

A Classification problem with only two classes.

ML models that can solve this type of problem:

• Perceptron
• Adaline
• Logistic Regression
• Decision Tree

You basically want to calculate the Posterior Probability $F(y=0|x)$ and $F(y=1|x)$ for each sample $x$ where $y$ is the class.