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Add an ensemble model to the Colab notebook. #17

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JayThibs opened this issue Nov 4, 2021 · 0 comments
Open

Add an ensemble model to the Colab notebook. #17

JayThibs opened this issue Nov 4, 2021 · 0 comments
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enhancement New feature or request

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@JayThibs
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JayThibs commented Nov 4, 2021

Create an ensemble of the segmentation models. Use the max value of all the models as the ensemble value. This will bias the model towards saying it is floodwater rather than missing out on floodwater. This is great because in production we'd be less like to miss out on floodwater events (which is much worse than underpredicting them), and it also has been shown in other projects that the models will typically miss out on floodwater more often than not so this can correct for that.

@JayThibs JayThibs added the enhancement New feature or request label Nov 4, 2021
@JayThibs JayThibs self-assigned this Nov 4, 2021
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