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Important Questions

Machine Learning

ICSE · Class 12 · Artificial Intelligence

Most important questions from Machine Learning for ICSE Class 12 Artificial Intelligence board exam 2026. MCQs, short answer, and long answer questions with marks.

70 questions44 flashcards5 concepts

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70 Questions·
multiple choicemultiple correcttrue false

Sample Questions

1multiple choice
1 marks

Which statement best describes how Machine Learning improves performance?

Show answer

It improves as the system is exposed to more data

Machine Learning performance improves as more data is used for learning.

2multiple correct
1 marks

What may a Machine Learning model be, based on its purpose?

Show answer

Predictive, Descriptive

A machine learning model may be predictive, descriptive, or both.

3multiple choice
1 marks

Which is an example of supervised learning in Machine Learning?

Show answer

A spam filter trained on emails pre-labeled as spam or not spam

Supervised learning uses labeled data, and a spam filter trained on labeled emails is a direct example.

4multiple choice
1 marks

What kind of data is used in supervised learning?

Show answer

Labeled data

Supervised learning is trained on labeled data where the correct output is known.

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Frequently Asked Questions

What are the important topics in Machine Learning for ICSE Class 12 Artificial Intelligence?
Machine Learning covers several key topics that are frequently asked in ICSE Class 12 board exams. Focus on the core concepts listed on this page and practise related questions to build confidence.
How to score full marks in Machine Learning — ICSE Class 12 Artificial Intelligence?
Understand the core concepts first, then work through the 70 practice questions available for this chapter. Revise formulas and definitions regularly, and use flashcards for quick recall before the exam.
How many important questions are there in Machine Learning?
There are 70 practice questions available for Machine Learning. These cover multiple question types including MCQs, short answer, and long answer questions.

Sources & Official References

Content is aligned to the official syllabus. Refer to the board website for the latest curriculum.

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