SGD（Stochastic Gradient Descent）的损失函数（Loss Function）

二分类的损失函数

sklearn：

Stochastic Gradient Descent is an optimization technique which minimizes a loss function in a stochastic fashion, performing a gradient descent step sample by sample. In particular, it is a very efficient method to fit linear models.