#Linear Models (線形モデル)について
scikit-learnの公式サイトを参考に線形モデルについてまとめる。
##Ordinary Least Squares¶
最小2乗回帰(OLS:Ordinary Least Squares regression)
##Ridge regression and classification¶
##Lasso¶
##Multi-task Lasso
##Elastic-Net
##Multi-task Elastic-Net
##Least Angle Regression
##LARS Lasso
##Orthogonal Matching Pursuit (OMP)
##Bayesian Regression
##Logistic regression
##Stochastic Gradient Descent - SGD
##Perceptron
##Passive Aggressive Algorithms
##Robustness regression: outliers and modeling errors
##Polynomial regression: extending linear models with basis functions