Loss Function , Cost Function and Kernel Function in ML(To be continued)
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机器学习中的损失函数、代价函数、核函数
1.Definiton
- Shark Machine Learning Library–分别有介绍
- “objective function, cost function, loss function” Are they the same thing?–Stackexchange
2.Loss Function
- Loss Function–a paper
- 机器学习-损失函数–a blog
- 机器学习中常见的损失函数–a blog(★★)
- Are Loss Functions all the Same?–a paper
3.Cost Function
一般同上不区分，但形式一般是 loss function 的和。
- Machine Learning - Neural Networks Learning: Cost Function and Backpropagation–a blog(★★)
- Cost functions in a Neural Network–a website
4.Kernel Function
- Kernel Functions for Machine Learning Applications(★★)
- Kernel Methods in Machine Learning–a paper
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