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Home » Quiz » Machine Learning Quiz

What type of learning algorithm utilizes labeled data to make predictions?

Difficulty level
  • Reinforcement Learning
  • Semi-supervised Learning
  • Supervised Learning
  • Unsupervised Learning
Supervised Learning uses labeled data, where the output is known, to train the algorithm and make predictions.
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Machine Learning Quiz
Quiz
You've developed a Polynomial Regression model with a high-degree polynomial, and it's performing exceptionally well on the training data but poorly on the test data. What might be the issue, and how would you address it?
How do ensemble methods like Random Forest and Gradient Boosting help in improving the model's performance?

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