What is association rule mining?

Subject: Machine Learning

Topic: K-Means & Clustering in Unsupervised Learning

Options:

1. Option A: Grouping similar data points.
2. Option B: Finding interesting relationships or associations among items in transactional data.
3. Option C: Estimating probability density.
4. Option D: Reducing the dimensionality of data.

Correct Answer:

Option B: Finding interesting relationships or associations among items in transactional data.

Explanation:

Association rule mining discovers patterns, such as items frequently co-occurring in transactions (e.g., market basket analysis).