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Questions and Answers
What is the main focus of the document?
What is the main focus of the document?
- Supervised Learning (correct)
- Semi-supervised Learning
- Reinforcement Learning
- Unsupervised Learning
Which type of learning is based on input-output pairs for training data?
Which type of learning is based on input-output pairs for training data?
- Unsupervised Learning
- Reinforcement Learning
- Semi-supervised Learning
- Supervised Learning (correct)
What is the key characteristic of Semi-supervised Learning?
What is the key characteristic of Semi-supervised Learning?
- It relies solely on reinforcement signals
- It uses a small amount of labeled data with a large amount of unlabeled data (correct)
- It does not require labeled data
- It requires equal amounts of positive and negative examples
Which algorithm is specifically mentioned in the document for semi-supervised learning?
Which algorithm is specifically mentioned in the document for semi-supervised learning?
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What is a common challenge in semi-supervised learning, as per the document?
What is a common challenge in semi-supervised learning, as per the document?
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In the context of supervised learning, what is mentioned as a potential issue with labeled data?
In the context of supervised learning, what is mentioned as a potential issue with labeled data?
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