DBScan

  • DBScan is a density based clustering-algorithms
  • Groups data points that are closely packed together and marks outliers as noise based on their density on feature space
  • Identifies clusters as dense regions

Core Points and non core points

Key Parameters

  1. eps - radius of neighbourhood
  2. minpts - minimum number of points required within the eps radius to form a dense region