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What is the main objective of Supervised Machine Learning?
What is the main objective of Supervised Machine Learning?
- Interacting with the environment to get rewards
- Making predictions based on labeled data (correct)
- Discovering the probability of co-occurrence of items
- Dividing objects into clusters
Which method is used in Unsupervised Machine Learning to divide objects into clusters?
Which method is used in Unsupervised Machine Learning to divide objects into clusters?
- Regression
- Reinforcement Learning
- Association
- Clustering (correct)
In Reinforcement Learning, how do agents interact with the environment?
In Reinforcement Learning, how do agents interact with the environment?
- By getting rewards (correct)
- By making predictions based on labeled data
- By dividing objects into clusters
- By discovering the probability of co-occurrence of items
What is the primary focus of Regression in machine learning?
What is the primary focus of Regression in machine learning?
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What is the primary focus of Supervised Machine Learning?
What is the primary focus of Supervised Machine Learning?
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Which type of machine learning does not require labeled data for training?
Which type of machine learning does not require labeled data for training?
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What is the main goal of Reinforcement Learning?
What is the main goal of Reinforcement Learning?
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In which scenario would Classification be used in Supervised Machine Learning?
In which scenario would Classification be used in Supervised Machine Learning?
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What technique is typically used in Regression in Machine Learning?
What technique is typically used in Regression in Machine Learning?
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'Clustering' is a technique commonly associated with which type of Machine Learning?
'Clustering' is a technique commonly associated with which type of Machine Learning?
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