Practice Training And Testing (7.4.4) - Modelling - CBSE 10 AI (Artificial Intelleigence)

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9 questions

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3 cards from this section. Quick, good the night before a test.
Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
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Quiz
3 questions · about 2 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What does the training phase in AI involve?
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Think of what the model needs to learn.
Question 2.
Why is testing important for an AI model?
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Consider the consequences of not testing.
3Question 3.
What is the purpose of training in machine learning?
- To gather data
- To teach the model patterns
- To deploy the model
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Consider what happens during the training phase.
4Question 4.
True or False: Testing is performed using the same data as training.
- True
- False
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Think about the purpose of testing.
Question 5.
You have trained a model to recognize cats and dogs. During testing, it performs poorly. Discuss the possible reasons and suggest solutions.
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Consider what makes models successful over a diverse range of inputs.
Question 6.
Analyze the impact of using highly biased training data on the final model's performance.
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Think about how bias can skew understanding.

5 more questions in this section. Enroll free to practise them all.