Question: Suppose we would like to perform clustering on spatial data such as the geometrical locations of houses. We wish to produce clusters of many different sizes and shapes. Which of the following methods is the most appropriate?

  1. Decision Trees
  2. K-means clustering
  3. Density-based clustering
  4. Model-based clustering

Answer: The correct answer of the above question is Option C:Density-based clustering