clueless-kmean now takes as parameter in which mode to work, and test.sh generate...

[clueless-kmeans.git] / clusterer.h

diff --git a/clusterer.h b/clusterer.h
index d1ff8be..a0a29f9 100644 (file)
--- a/clusterer.h
+++ b/clusterer.h
@@ -30,13 +30,19 @@
 class Clusterer {
 public:
 
-  enum { STANDARD_ASSOCIATION, STANDARD_LP_ASSOCIATION, UNINFORMATIVE_LP_ASSOCIATION };
+  enum {
+    STANDARD_ASSOCIATION,
+    STANDARD_LP_ASSOCIATION,
+    UNINFORMATIVE_LP_ASSOCIATION
+  };
 
   const static int max_nb_iterations = 10;
   const static scalar_t min_iteration_improvement = 0.999;
+  const static scalar_t min_cluster_variance = 0.01f;
 
   int _nb_clusters;
   int _dim;
+
   scalar_t **_cluster_means, **_cluster_var;
 
   scalar_t distance_to_centroid(scalar_t *x, int k);