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Deep Learning for Population Genetic Inference

Table 2

Results for an example demography, with the true population sizes shown in the first row.

The rows below each dotted line are the three different size predictions for this dataset. Average stat: average the statistics for each region within the same demography, then run these averages through the trained network. Final: run the statistics for each region through the trained network, then average the results. Neutral regions: only average the results for the regions we predict as neutral.

Table 2