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Define Evaluation.

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Moving towards deploying the model in the real world, we test it in as many ways as possible. The stage of testing the models is known as EVALUATION.

OR

Evaluation is a process of understanding the reliability of any AI model, based on outputs by feeding the test dataset into the model and comparing it with actual answers.

OR

Evaluation is a process that critically examines a program. It involves collecting and analyzing information about a program’s activities, characteristics, and outcomes. Its purpose is to make judgments about a program, to improve its effectiveness, and/or to inform programming decisions.

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