Recursive Clustering Algorithm

Example 1

Example 2

Things to Note:

• Thickest blue line is first east-west, lines get thinner as the split recursively
• Implemented on 50 random points between (0, 0) and (100, 100)
• Set to 3 recursive splits (8 clusters of 6 or 7 points)

Things to Do:

• Ascii Tree of clusters
• Docs for program
• Implement w/ Models (should be very easy)
• Optimize for more than two dimensions
• Make decisions on most interesting clusters (genetic algorithm, differential evolution, or simulated annealing)
• Implement possible heuristics? 

Q's:

• To keep median point? As of right now it assigns to the higher upper half 
• Size of clusters to aim for? or number of times recursed?