Class: KMeans

Inherits:

Object

• Object
• KMeans

Defined in:

lib/k_means.rb

Instance Method Summary

• #clustify(data) ⇒ Object
• #initialize(k = 4, options = {}) ⇒ KMeans constructor

  A new instance of KMeans.

Constructor Details

#initialize(k = 4, options = {}) ⇒ KMeans

# File 'lib/k_means.rb', line 8

def initialize(k=4, options={})
  @k = k
  @verbose = options[:verbose] == true ? true : nil
  @last_matches = nil
end

Instance Method Details

#clustify(data) ⇒ Object

# File 'lib/k_means.rb', line 14

def clustify(data)
  @data = data
  place_centroids
  perform_cluster_process
  @best_matches
end