Martijho-PathNet-search-plots

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(Ny side: {|style="margin: 0 auto;" | [[File:600binMNIST_module_reuse_histogram.png|300px|thumb|upright|alt=module reuse plot|Distribution of module reuse in s+s and p+s searches along side the distr…)
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== Population Diversity ==
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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
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{|style="margin: 0 auto;"
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| [[File:Population_diversity_recomb.png|300px|thumb|upright|alt=Population diversity in recomb search|FILLER]]
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| [[File:Population_diversity_low.png|thumb|300px|upright|alt=Population diversity in low search|FILLER]]
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| [[File:Population_diversity_high.png|thumb|300px|alt=Population diversity in high search|FILLER]]
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| [[File:Population_diversity_low2high.png|thumb|300px|alt=Population diversity in low2high search|FILLER]]
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| [[File:Population_diversity_high2low.png|thumb|300px|alt=Population diversity in high2low search|FILLER]]
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|}
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{|style="margin: 0 auto;"
{|style="margin: 0 auto;"
| [[File:600binMNIST_module_reuse_histogram.png|300px|thumb|upright|alt=module reuse plot|Distribution of module reuse in s+s and p+s searches along side the distribution for a random module selection]]
| [[File:600binMNIST_module_reuse_histogram.png|300px|thumb|upright|alt=module reuse plot|Distribution of module reuse in s+s and p+s searches along side the distribution for a random module selection]]

Revision as of 15:35, 27 February 2018

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
FILLER
Population diversity in low search
FILLER
Population diversity in high search
FILLER
Population diversity in low2high search
FILLER
Population diversity in high2low search
FILLER
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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