Some results

Some important developments were made this week.

One important topic is that we improved the metric i presented in the previous post.
Here is the new metric:

Main advantages of this metric:

• Same treatment for all the tested algorithms
• Penalizes the distance between the clusters 
• Penalizes differences between the clusters sizes
• The Number of clusters

Notice that the lower the Medium energy, the similar are the results presented by the algorithm (compared with the groundtruth)

So i achieved the following results:

Simple segmentation

Dietmayer segmentation

ABD

Spatial Nearest Neighbor 

 Multivariable segmentation

Well, and that's the first results of this metric.

In the Next post i will draw some conclusions.