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Undersampling Component #33

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kindalime opened this issue Jun 9, 2021 · 1 comment
Open

Undersampling Component #33

kindalime opened this issue Jun 9, 2021 · 1 comment
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@kindalime
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I am thinking of implementing an undersampling custom component for TFX, as described in this issue for TFX: tensorflow/tfx#3831. This component may also include oversampling and checks to gauge the difference between high-frequency and low-frequency classes. A possible alternative to a custom component could be a dataset factory - which approach is better for this particular project remains to be seen.
@kindalime kindalime mentioned this issue Jun 14, 2021
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@rcrowe-google
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Proposal being reviewed by Google team

@kindalime kindalime mentioned this issue Jul 21, 2021
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@kindalime @rcrowe-google