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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.
The text was updated successfully, but these errors were encountered:
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.
The text was updated successfully, but these errors were encountered: