Loss Function , Cost Function and Kernel Function in ML(To be continued)

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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