Types of Regression

When I ask what are the types of regression for the beginners, the expected answer will be  linear regression and Logistic regression, because these are the two algorithms that all beginners will start with. Now coming to the point we have five types of regression. Linear regression Logistic regression Polynomial regression Ridge Regression Lasso RegressionContinue reading “Types of Regression”

Hyper parameter tuning

Before going to this blog make sure you are aware about any one of the algorithms like Decision tree, Random forest.etc…. Below are the few  parameters that we need for most of the algorithms. Maximum number of leaves per tree Depth of trees. Number of trees in Random forest Learning rate L1 and L2 regularizationContinue reading “Hyper parameter tuning”