Regression

Towards Data Science

Regression is an incredibly powerful statistical tool that, when used correctly, has the ability to help you predict certain values. Prediction is a big deal for data analysis. Some would argue that…

Linear Regression

Towards AI

Regression is an Algorithm of the Supervised Learning model. When the output or the dependent feature is continuous and labeled then, we apply the Regression Algorithm. Regression is used to find the…...

Regression Line with Mathematics for the Linear Regression

Towards AI

Regression is a prediction where the target is continuous and its applications are several. It is the simplest parametric model. Every data-set is given in a pair consisting of an input feature…

Performance metrics for Regression

Analytics Vidhya

Let us first understand what is regression. Regression is a type of supervised learning which is used to estimate a relationship between a dependent variable and one or more independent variables. It…...

Chapter 11 Regression

Think Stats

The linear least squares fit in the previous chapter is an example of regression , which is the more general problem of fitting any kind of model to any kind of data. This use of the term “regression”...

Limitations of Regression

Towards Data Science

Regression analysis is a statistical technique often used to establish the relationship between the dependent or explained variable and the independent or predictors. For example, a salesman might…

Linear Regression in Machine Learning

Analytics Vidhya

Regression is the method used to predict the continuous variable in the target column or dependent variable based on independent features. It falls under the supervised technique. It is a statistical…...

Linear Regression

Machine Learning Glossary

Linear Regression Introduction Simple regression Making predictions Cost function Gradient descent Training Model evaluation Summary Multivariable regression Growing complexity Normalization Making pr...

REGRESSION USING PYTHON

Analytics Vidhya

Regression is simply a way or a tool that describes relationship among variables and helps us estimate or predict from that relationship. Simply , it is a way of predicting a single value that makes…

Simple Linear Regression: What’s inside?

Towards Data Science

Regression is a statistical approach that suggests predicting a dependent variable (goal feature) with the help of other independent variables (data). Regression is one of the most known and…

Regression Analysis

Analytics Vidhya

Regression analysis is a technique of measuring or estimating the relationship among variables.. “Regression Analysis” is published by Enos Jeba in Analytics Vidhya.

Linear Regression with Gradient Descent

Becoming Human: Artificial Intelligence Magazine

In statistical modeling, regression analysis is a set of statistical processes for estimating the relationships among variables. It includes many techniques for modeling and analyzing several…