Martijho-PathNet-search-plots
From Robin
(Difference between revisions)
(→Capacity and Reuse) |
(→Capacity and Reuse) |
||
Line 23: | Line 23: | ||
| [[File:Capacity_pr_generation.png|300px|thumb|upright|alt=Capacity development during search|Average number of modules used during the different searches plotted consecutively. The gray dotted line is what number of modules would be used if modules were selected randomly for each task.]] | | [[File:Capacity_pr_generation.png|300px|thumb|upright|alt=Capacity development during search|Average number of modules used during the different searches plotted consecutively. The gray dotted line is what number of modules would be used if modules were selected randomly for each task.]] | ||
| [[File:Capacity_pr_validation_accuracy.png|thumb|300px|upright|alt=Capacity vs accuracy|Used capacity in a PathNet plotted against that networks average classification accuracy for all tasks]] | | [[File:Capacity_pr_validation_accuracy.png|thumb|300px|upright|alt=Capacity vs accuracy|Used capacity in a PathNet plotted against that networks average classification accuracy for all tasks]] | ||
- | | [[File:Module_reuse_pr_generation.png|thumb|300px|upright|alt=Module reuse development during search| | + | | [[File:Module_reuse_pr_generation.png|thumb|300px|upright|alt=Module reuse development during search|Average reuse for each generation plotted for each experiment type. The gray dotted line is what reuse would be reached by random module selection]] |
|} | |} | ||
Revision as of 17:56, 27 February 2018
Contents |
Population Diversity
Population diversity is calculated by the home-made metric of average distance to centroid genotype within each generation, which yields the same results as a pairwise Hamming distance
Path size