Open JamesPHoughton opened 11 months ago
Deciding that having mixed continuous and discrete dimensions is too difficult for this thesis - simplify to only continuous dimensions, so that we can use gaussian kde and a prioritization function that is continuous.
We'll come back and do more of this next week.
We noticed that since our goal is to suggest interventions for all scenarios in the scenario space, we value rare cases equally as common cases. As a result, this seems to suggest that we would need to place higher sampling priority on rarer cases as its less likely to get data on those cases if we omit any such potential grouping.
We want to thus consider two scoring functions:
study 1
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