What kind of output does AI and ML generate?

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  • AMuresan
    AMuresan
    edited March 2023

    Machine learning models generate a guess of what they think the true value of the "target" or "label" column is. This is either a number in the case of a regressor, or a text string in the case of a classifier (or True/False).

    When training a model it will look at data where we already know what happened and try to learn patterns that allow it to guess the correct outcome by combining the information we have about each observation.

    It will also provide a probability of how correct that prediction is.

    In addition to the new columns created, it also provides a lot of information on what features were important and how the model's predictions performed in the underlying data section.

    Check out other questions to see how to use these outputs.

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