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Unable to understand input data transformation #108

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sarwart opened this issue Jan 21, 2021 · 0 comments
Open

Unable to understand input data transformation #108

sarwart opened this issue Jan 21, 2021 · 0 comments

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@sarwart
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sarwart commented Jan 21, 2021

Hi!

I am trying to understand the data and it's transformation used in the LSTM

Taking an example of decompensation, the input data has 17 categories and 1 output. But the "utils.BatchGenDeepSupervision" generates variable with different dimension i.e. 2d array where one dimension has extra 76 categories (columns) and the 17 original categories in the other dimension. I am unable to understand this transformation. Is the duration between the observations (not ICU admissions/visits) considered in the transformation process?

Can you please explain this transformation?

Tabinda

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