Practice Types Of Ai Models (2.4.3) - AI PROJECT CYCLE - CBSE 9 AI (Artificial Intelligence)

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6 sample questions

Question 1.
What is a classification model?
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Think of spam email filters.
Question 2.
Give an example of a regression model.
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Consider real estate.
3Question 3.
What does a classification model do?
- Predicts continuous outcomes
- Categorizes data into classes
- Groups similar items
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Think about spam filtering.
4Question 4.
True or False: Regression models can be used for predicting discrete values.
- True
- False
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Consider the definition of regression.
Question 5.
Given a dataset of patient health records, how would you decide which AI model to use? Provide reasons for your choice.
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Consider the outcome you are looking for.
Question 6.
Design an experiment comparing a regression model and a classification model on the same dataset. What differences would you expect to see in performance metrics?
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Focus on how each model processes data.

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