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R Machine-Learning

74 posts

mlr3 Package in R

Last Updated: 23 July 2025

The mlr3 package is a modern machine learning framework for R that simplifies building, evaluating and tuning machine learning models. It provides a unified interface for ...read more

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R Machine-Learning

R Machine Learning

VIF Function in R

Last Updated: 23 July 2025

Regression analysis is a useful statistical method for understanding the connection between variables in a variety of domains, including finance, economics, and social sci...read more

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R Machine-Learning

How to proceed from Simple to Multiple and Polynomial Regression in R

Last Updated: 23 July 2025

Regression analysis allows us to understand how one or more independent variables relate to a dependent variable. Simple linear regression, which explores the relationship...read more

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R Machine-Learning

kNN: k-Nearest Neighbour Algorithm in R From Scratch

Last Updated: 23 July 2025

In this article, we are going to discuss what is KNN algorithm, how it is coded in R Programming Language, its application, advantages and disadvantages of the KNN algorit...read more

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R Machine Learning

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Differences Between two-sample t-test and paired t-test

Last Updated: 23 July 2025

Statistical tests are essential tools in data analysis, helping researchers make inferences about populations based on sample data. Two common tests used to compare the me...read more

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R Machine-Learning

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How to Plot the Linear Regression in R

Last Updated: 23 July 2025

In this article, we are going to learn to plot linear regression in R. But, to plot Linear regression, we first need to understand what exactly is linear regression.What i...read more

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R Machine-Learning

R-Data Visualization

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Computing Classification Evaluation Metrics in R

Last Updated: 25 April 2025

Classification evaluation metrics help us understand how well a model performs in assigning instances to predefined categories. These metrics provide both general and clas...read more

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R Machine-Learning

What is the Glmnet package in R?

Last Updated: 23 July 2025

The glmnet package in R is used to build linear regression models with special techniques called Lasso (L1) and Ridge (L2). These techniques add a small penalty to the mod...read more

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R Machine-Learning

AI-ML-DS With R

Implement Machine Learning With Caret In R

Last Updated: 23 July 2025

Machine Learning (ML) is a method where computers learn patterns from data and make predictions or decisions without being explicitly programmed. It’s widely used in real-...read more

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R Machine-Learning

How to Calculate Log-Linear Regression in R?

Last Updated: 01 May 2022

Logarithmic regression is a sort of regression that is used to simulate situations in which growth or decay accelerates quickly initially and then slows down over time. Th...read more

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R Machine-Learning

How to Calculate MAE in R

Last Updated: 23 July 2025

Mean Absolute Error (MAE) is a metric used to measure the accuracy of a model by calculating the average of the absolute differences between the observed (actual) values a...read more

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How to Find Confidence Intervals in R?

Last Updated: 24 July 2025

A confidence interval is a range of values used to estimate an unknown population parameter, such as the mean or proportion. It shows how much uncertainty is associated wi...read more

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Remove Intercept from Regression Model in R

Last Updated: 14 February 2022

In this article, we will discuss how to remove intercept from the Regression model in the R Programming Language.Extract intercept from the linear regression modelTo extra...read more

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R Machine-Learning

How to Use lm() Function in R to Fit Linear Models?

Last Updated: 23 July 2025

In this article, we will learn how to use the lm() function to fit linear models in the R Programming Language.A linear model is used to predict the value of an unknown va...read more

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R Machine-Learning

Curve Fitting in R

Last Updated: 23 July 2025

Curve fitting in R is the process of finding a mathematical curve that best describes the relationship between input and output variables in a dataset. It is used when the...read more

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R Machine-Learning

AI-ML-DS With R