Fundamentals of Machine Learning Quiz
Challenge yourself with a set of questions that probe essential machine learning ideas and techniques.
Quiz Questions
Answer all questions below and test your knowledge.
- 1
Which definition best describes supervised learning?
- 2
Which loss function is commonly used for binary classification with logistic regression?
- 3
What pattern typically indicates that a model is overfitting?
- 4
Which regularization adds a penalty proportional to the square of each weight?
- 5
Which algorithm partitions data into a predefined number of clusters based on distance?
- 6
What metric combines precision and recall into a single score?
- 7
Which technique fills missing entries with the most frequently occurring value?
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