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Summary of the characteristics of the datasets? #6

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sgbaird opened this issue Mar 24, 2022 · 2 comments
Open

Summary of the characteristics of the datasets? #6

sgbaird opened this issue Mar 24, 2022 · 2 comments

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@sgbaird
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sgbaird commented Mar 24, 2022

For example, dimensionality, number of numerical vs. categorical features, and if possible, some notion of complexity for each of the tasks (an example would be a comparison against random search performance)

@brandontrabucco
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Hi sgbaird,

Thanks for your interest in our benchmark! You can get a detailed review of the datasets contained in the benchmark that we are using in our research in our whitepaper here: https://arxiv.org/abs/2202.08450.

-Brandon

@sgbaird
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sgbaird commented Mar 26, 2022

Thanks, found the information I was looking for. I noticed that the focus is largely on one-shot (offline) design. Do you think these are suitable benchmarks for adaptive design (online) versions as well?

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