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R Machine-Learning

68 posts

Feature Engineering in R Programming

Last Updated: 23 May 2024

Feature engineering is the process of transforming raw data into features that can be used in a machine-learning model. In R programming, feature engineering can be done u...read more

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Machine Learning

R Machine-Learning

Best R Packages for Machine Learning

Last Updated: 16 April 2025

Machine Learning is a subset of artificial intelligence that focuses on the development of computer software or programs that access data to learn from them and make predi...read more

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Machine Learning

R Machine-Learning

Supervised and Unsupervised Learning in R Programming

Last Updated: 24 May 2023

Arthur Samuel, a pioneer in the field of artificial intelligence and computer gaming, coined the term “Machine Learning”. He defined machine learning as – “Field of study ...read more

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R Machine-Learning

AI-ML-DS With R

How to Perform Hierarchical Cluster Analysis using R Programming?

Last Updated: 21 June 2022

Cluster analysis or clustering is a technique to find subgroups of data points within a data set. The data points belonging to the same subgroup have similar features or p...read more

R Machine-Learning

How to Extract the Intercept from a Linear Regression Model in R

Last Updated: 23 May 2021

Linear regression is a method of predictive analysis in machine learning. It is basically used to check two things:If a set of predictor variables (independent) does a goo...read more

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R Machine-Learning

Multiple linear regression using ggplot2 in R

Last Updated: 24 June 2021

A regression line is basically used in statistical models which help to estimate the relationship between a dependent variable and at least one independent variable. There...read more

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R Machine-Learning

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

Last Updated: 19 December 2021

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

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 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

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

How to Plot the Linear Regression in R

Last Updated: 28 April 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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Geeks Premier League

R Machine-Learning

R-Data Visualization

Data Visualization

Geeks Premier League 2023

AI-ML-DS With R

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

Last Updated: 28 April 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

Geeks Premier League 2023

kNN: k-Nearest Neighbour Algorithm in R From Scratch

Last Updated: 28 April 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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Geeks Premier League

R Machine-Learning

R Machine Learning

Geeks Premier League 2023

AI-ML-DS With R

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

Last Updated: 16 April 2024

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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Machine Learning

R Machine-Learning

VIF Function in R

Last Updated: 14 May 2024

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