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  1. ehindistudy.com › 2022/08/17 › regression-machineRegression क्या है और इसके प्रकार - Machine Learning

    Aug 17, 2022 · Advantages of Regression in Hindi – रिग्रेशन के फायदे. 1- रिग्रेशन समस्याओं को हल करने में मदद करता है।. 2- यह आने वाले खतरों के बारे में लोगो को जानकारी देता ...

  2. www.seldon.io › machine-learning-regression-explainedMachine Learning Regression Explained - Seldon

    Oct 29, 2021 · This guide explores regression in machine learning, including what it is, how it’s used, and the different types of regression in machine learning. What is machine learning regression? Regression is a method for understanding the relationship between independent variables or features and a dependent variable or outcome.

  3. machinelearningmastery.com › linear-regression-forLinear Regression for Machine Learning

    Dec 6, 2023 · Linear regression is a linear model, e.g. a model that assumes a linear relationship between the input variables (x) and the single output variable (y). More specifically, that y can be calculated from a linear combination of the input variables (x). When there is a single input variable (x), the method is referred to as simple linear regression.

  4. www.geeksforgeeks.org › supervised-machine-learningSupervised Machine Learning - GeeksforGeeks

    Feb 27, 2024 · Logistic Regression: Logistic regression is a type of classification algorithm that is used to predict a binary output variable. It is commonly used in machine learning applications where the output variable is either true or false, such as in fraud detection or spam filtering.

  5. towardsai.net › p › machine-learningMastering 10 Regression Algorithms: A Step-by-Step Practical ...

    Jul 17, 2023 · Linear regression assumes that your input and output variables are not noisy. This is most important for the output variable and you want to remove outliers in the output variable ( y) if possible. Remove Collinearity. Linear regression will overfit your data when you have highly correlated input variables.

  6. www.techtarget.com › searchEnterpriseAI › featureWhat is regression in machine learning? - TechTarget

    Aug 30, 2023 · Regression is a fundamental concept in most statistics. Machine learning kicks things up a notch by using algorithms to distill these fundamental relationships through an automated process, said Harshad Khadilkar, senior scientist at TCS Research and visiting associate professor at IIT Bombay. This article is part of.

  7. towardsdatascience.com › a-beginners-guide-toA Beginner’s Guide to Regression Analysis in Machine Learning

    Apr 10, 2021 · It can be seen that linear regression is a special case of polynomial regression with degree 2. Consider the following set of data points plotted as a scatter plot. If we use linear regression, we get a fit that clearly fails to estimate the data points. But if we use polynomial regression with degree 6, we get a much better fit as shown below