What is the objective of evaluation stage ?

Question

What is the objective of the evaluation stage?

Topic: Evaluation, AI Project Cycle Class 10 Artificial Intelligence 417

Type: Short Answer

Answer 1

Definition of evaluation:

1. Evaluation is the method of understanding the reliability of an API Evaluation 
2. It is based on the outputs which are received by feeding the data into the model and comparing the output with the actual answers.
   OR
3. Evaluation is a process that critically examines a program. It involves collecting and analyzing information about a program’s activities, characteristics, and outcomes. 
4. Its purpose is to make judgments about a program, to improve its effectiveness, and/or to inform programming decisions

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The objective of the evaluation stage:

It is to evaluate whether the ML algorithm is able to predict with high accuracy or not before deployment.

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