Questions tagged [softmax]

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73 votes
6 answers

Cross-entropy loss explanation

Suppose I build a neural network for classification. The last layer is a dense layer with Softmax activation. I have five different classes to classify. Suppose for a single training example, the <...
enterML's user avatar
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5 votes
3 answers

Do I need to standardize my one hot encoded labels?

I'm trying to do a simple softmax regression where I have features (2 columns) and a one hot encoded vector of labels (two categories: left = 1 and Right = 0). Do I need to standardize just the ...
José Lucas Araújo dos Santos's user avatar