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Add one hot encoding (OHE) utility to ML workbench #1093

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kxk302 opened this issue Mar 18, 2021 · 0 comments
Open

Add one hot encoding (OHE) utility to ML workbench #1093

kxk302 opened this issue Mar 18, 2021 · 0 comments

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@kxk302
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kxk302 commented Mar 18, 2021

When doing multi-class classification, the labels file need to be presented in one-hot encoding to a neural network, so categorical cross entropy can be calculated during training. Currently, no ML workbench tool can convert the format to OHE.

keras.utility.to_categorial offers this functionality. Need to wrap it so the tool is available to Galaxy.

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