Martijho-PathNet-search-plots

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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

Population diversity in recomb search
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Population diversity in low search
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Population diversity in high search
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Population diversity in low2high search
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Population diversity in high2low search
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module reuse plot
Distribution of module reuse in s+s and p+s searches along side the distribution for a random module selection
average training
Average training each module in a path undergoes for s+s and p+s searches plotted over the amount of module reuse
thumb|300px|alt=reuse by layer|Amount of module reuse for each layer in s+s and p+s searches alongside amount of reuse when randomly selecting modules thumb|300px|alt=evaluation vs training|Validation accuracy for each model as a function of average training each module in the path recieved.
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