One important topic is that we improved the metric i presented in the previous post.
Here is the new 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:
Spatial Nearest Neighbor
Well, and that's the first results of this metric.
In the Next post i will draw some conclusions.