Rakefile in anomaly-0.0.3 vs Rakefile in anomaly-0.1.0

@@ -5,13 +5,21 @@
 
 require "benchmark"
 require "anomaly"
 
 task :benchmark do
-  data = 1_000_000.times.map{ [rand, rand, rand, rand] }
+  examples = 1_000_000.times.map{ [rand, rand, rand, 0] }
 
   Benchmark.bm do |x|
-    x.report { Anomaly::Detector.new(data) }
+    x.report { Anomaly::Detector.new(examples, {:eps => 0.5}) }
     require "narray"
-    x.report { Anomaly::Detector.new(data) }
+    x.report { Anomaly::Detector.new(examples, {:eps => 0.5}) }
   end
+end
+
+task :random_examples do
+  examples = 10_000.times.map{ [rand, rand(10), rand(100), 0] } +
+    100.times.map{ [rand + 1, rand(10) + 2, rand(100) + 20, 1] }
+
+  ad = Anomaly::Detector.new(examples)
+  puts ad.eps
 end