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machine learning - What are the impacts of choosing different loss functions in classification to approximate 0-1 loss - Cross Validated
![Hinge loss gives accuracy 1 but cross entropy gives accuracy 0 after many epochs, why? - PyTorch Forums Hinge loss gives accuracy 1 but cross entropy gives accuracy 0 after many epochs, why? - PyTorch Forums](https://discuss.pytorch.org/uploads/default/original/2X/4/4ac4609aee5df6b686796f7490dcd242f463fe5b.png)
Hinge loss gives accuracy 1 but cross entropy gives accuracy 0 after many epochs, why? - PyTorch Forums
![How to Choose Loss Functions When Training Deep Learning Neural Networks - MachineLearningMastery.com How to Choose Loss Functions When Training Deep Learning Neural Networks - MachineLearningMastery.com](https://machinelearningmastery.com/wp-content/uploads/2018/11/Line-Plots-of-Hinge-Loss-and-Classification-Accuracy-over-Training-Epochs-on-the-Two-Circles-Binary-Classification-Problem.png)
How to Choose Loss Functions When Training Deep Learning Neural Networks - MachineLearningMastery.com
![The Hinge and Huberized Hinge Loss Functions (δ = 2). Note that the... | Download Scientific Diagram The Hinge and Huberized Hinge Loss Functions (δ = 2). Note that the... | Download Scientific Diagram](https://www.researchgate.net/publication/221345454/figure/fig1/AS:363348798525443@1463640512359/The-Hinge-and-Huberized-Hinge-Loss-Functions-d-2-Note-that-the-Elbow-corresponds-to.png)
The Hinge and Huberized Hinge Loss Functions (δ = 2). Note that the... | Download Scientific Diagram
Are Linear SVMs actually more robust than Logistic regression? It seems that the difference lies only in the loss function (hinge v.s. cross entropy) and the regularization term. And hinge loss and
![Binary Crossentropy with Keras. Recently, I've been covering many of… | by Francesco Franco | AI Mind Binary Crossentropy with Keras. Recently, I've been covering many of… | by Francesco Franco | AI Mind](https://miro.medium.com/v2/resize:fit:1400/1*yvrIQKNrHipfdN226uJ9HQ.png)
Binary Crossentropy with Keras. Recently, I've been covering many of… | by Francesco Franco | AI Mind
![How to Choose Loss Functions When Training Deep Learning Neural Networks - MachineLearningMastery.com How to Choose Loss Functions When Training Deep Learning Neural Networks - MachineLearningMastery.com](https://machinelearningmastery.com/wp-content/uploads/2018/11/Line-Plots-of-Sparse-Cross-Entropy-Loss-and-Classification-Accuracy-over-Training-Epochs-on-the-Blobs-Multi-Class-Classification-Problem.png)
How to Choose Loss Functions When Training Deep Learning Neural Networks - MachineLearningMastery.com
![Binary Crossentropy with Keras. Recently, I've been covering many of… | by Francesco Franco | AI Mind Binary Crossentropy with Keras. Recently, I've been covering many of… | by Francesco Franco | AI Mind](https://miro.medium.com/v2/resize:fit:1200/1*Snrh7srJ66tIcBuqTa_sBg.jpeg)