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only retrain when enough new data is available #62

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camallen opened this issue Nov 25, 2022 · 1 comment
Open

only retrain when enough new data is available #62

camallen opened this issue Nov 25, 2022 · 1 comment

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@camallen
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if there is no or not much training data then avoid kicking off a retraining job doesn't add much value. We should have a min threshold for starting the training batch jobs.

@camallen
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camallen commented Mar 30, 2023

Added notes on how and where in the data cycle this could be implemented

# this is where we could intercept the training job submission
# to avoid a training run if there isn't enough data for a viable model
# one idea would be to check the number of rows in the training data export attached file
# or even better we store the number of exported rows in the training data export model
# https://github.com/zooniverse/kade/issues/62

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