Contents

DATA100-L10: Constant Model, Loss, and Transformations

Contents

constant model + MSE

/datal10/image.png 微积分是求最优化的一种方法

两种记法 /datal10/image-1.png

constant model + MAE

绝对值求导新视角 /datal10/image-2.png $$ \sum_{\theta <y_i} 1=\sum_{\theta >y_i} 1 $$ 是计数!==>中位数

loss的敏感性问题 /datal10/image-3.png

revisiting SLR evaluation

画图before modeling!!!

transformations to fit linear model

经验之谈 /datal10/image-4.png

introducing notation for multiple linear regression

/datal10/image-5.png