Mean Square error for classification

Vasileios Papageorgiou

2020 4 3

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Hello world,

I have a question about loss functions in classification problems (convolutional neural network). I have to create a CNN for binary classification of images. I know that the most common loss function for this situations is binary cross entropy. Although my question is: Is it forbidden to use mean squared error (MSE) as a loss function for this binary classification problem?

Thank you very much for your time!!