What is the difference between a feature and a label?

Question

I\'m following a tutorial about machine learning basics and there is mentioned that something can be a feature or a label.

From what I know, a fea

Answer 1

A feature briefly explained would be the input you have fed to the system and the label would be the output you are expecting. For example, you have fed many features of a dog like his height, fur color, etc, so after computing, it will return the breed of the dog you want to know.