Ridge Regression, Lasso Regression, Elasticnet Regression, Machine Learning, Machinelearningalgorithms.
1/2m [i =1 -> m Σ (hθ(x)^i - y^i)^2] + λ1 [i =1 -> m Σ(slope )²] + λ2 [i =1 -> m Σ | slope | ] Suppose we have a model with an overfitting condition and a lot of features we can use this Elastucnet Regression. Summary LASSO (L1 regularization) regularization term penalizes the absolute value of the