A feature is an attribute or property of a data point that can be used for training a machine learning model. For example, a feature of a car might be its make, model, color, or year.
A label is the output of a machine learning model. It is the predicted result of a given data point. For example, a label for a car might be its predicted value, or the likelihood that it will be stolen.