Practice What Is Classification? (1) - Classification Algorithms

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8 questions

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6 sample questions

Question 1.
Define classification in your own words.
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Think about categorizing things.
Question 2.
Give one real-life example of classification.
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Consider everyday digital experiences.
3Question 3.
What is the main purpose of classification?
- Predicting continuous values
- Predicting categories
- Sorting data
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Consider what classification aims to achieve.
4Question 4.
True or False: Classification is a supervised learning technique.
- True
- False
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Think about how the training is done.
Question 5.
Consider a dataset containing customer reviews labeled as 'positive' or 'negative'. Describe how classification algorithms can be employed to automate this labeling process.
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Think about how keywords might indicate sentiment.
Question 6.
Imagine you are tasked with designing a model that predicts if patients have a specific disease based on their symptoms. Describe your approach.
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Consider what data you would require to train the model effectively.

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