Archives for statsmodels


The Incremental Forward Stagewise algorithm is a type of boosting algorithm for the linear regression problem. It uses a forward selection and backwards elimination algorithm to eliminate those features which are not useful in the learning process with this strategy it builds a simple and efficient algorithm based on linear regression


This article is about various regression
techniques used to forecast timeseries problem
The post A Comprehensive Guide To Regression Techniques For Time Series Forecasting appeared first on Analytics India Magazine.
Linear regression is a machine learning task finds a linear relationship between the features and target that is a continuous variable.
The post Beginners Guide To Linear Regression In Python appeared first on Analytics India Magazine.
Logistic regression is a basic classification algorithm. This article discusses the math behind it with practical examples & Python codes.
The post Beginners Guide To Logistic Regression In Python appeared first on Analytics India Magazine.