[R] Cross-Entropy is All You Need… Or is It?

Hey [r/machinelearning](https://www.reddit.com/r/machinelearning/)! I recently wrote an article titled "[Cross-Entropy is All You Need… Or is It?](https://medium.com/ntropy-network/is-cross-entropy-all-you-need-lets-discuss-an-alternative-ac0df6ff5691)" where I discuss extensions to the Cross-Entropy loss to make it better when used in noisy production datasets. I've had great results on my end using this loss, so I wanted to share it with you all and get your opinions and insights!

➡️ [Article link](https://medium.com/ntropy-network/is-cross-entropy-all-you-need-lets-discuss-an-alternative-ac0df6ff5691)

➡️ [Code & Colab link](https://medium.com/ntropy-network/is-cross-entropy-all-you-need-lets-discuss-an-alternative-ac0df6ff5691)

**Summary:** This article introduces the **Smooth Generalized Cross-Entropy** (SGCE) loss function, a way …

confidence cross-entropy entropy error generalized highlights loss machinelearning mean noise production training world