Binary Cross-Entropy vs Mean Squared Error

March 2022

In this post I’m trying better understand Cross-Entropy loss and why it is better than Mean-Squared Error.

On the plot below you can see, that, Mean Squared Error may provide just inadequate and, sometimes, unoptimisable values on low amount of noised data.

TODO: non-noised data, big amount of data, non-linearly separable data.

One response to “Binary Cross-Entropy vs Mean Squared Error”

  1. Виталий says:

    Информация получена спасибо. Сейчас как никогда важен вопрос современное технологичное производство деталей из металла в Москве . Разумно будет насчет обработки листового и прокатного металлов обратиться к специалистам.

Leave a Reply

Your email address will not be published. Required fields are marked *