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R Machine Learning

17 posts

Package e1071 in R

Last Updated: 23 July 2025

The e1071 package in R provides simple implementations of machine learning methods like SVM, Naive Bayes, k-means and fuzzy c-means, along with tools for Fourier transform...read more

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Machine Learning

R Machine Learning

AI-ML-DS With R

How to Use SMOTE for Imbalanced Data in R

Last Updated: 11 July 2025

SMOTE (Synthetic Minority Over-sampling Technique) is a method used to handle imbalanced data by creating new samples for the minority class. Instead of copying existing ...read more

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Machine Learning

R Machine Learning

AI-ML-DS With R

Data Science Blogathon 2024

What Is Meta-Learning in Machine Learning in R

Last Updated: 23 July 2025

In traditional machine learning, models are typically trained on a specific dataset for a specific task, and their performance is optimized for that particular task. Howev...read more

R Machine Learning

R Machine Learning

Classification on a large and noisy dataset with R

Last Updated: 23 July 2025

In this article, we will discuss What is noisy data and perform Classification on a large and noisy dataset with R Programming Language.What is noisy data?Noise in data re...read more

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R Machine Learning

Weighted Ridge Regression in R

Last Updated: 23 July 2025

Weighted Ridge Regression extends regular Ridge Regression by assigning different weights to data points based on their importance. This allows for more flexibility and im...read more

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R Machine Learning

How to embed my Machine-learning R code in a website

Last Updated: 23 July 2025

The potential of machine learning (ML) goes beyond standalone applications. When you integrate your R code into a web application you unlock its power, for real-time predi...read more

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R Machine Learning

Geeks Premier League 2023

AI-ML-DS With R

Fuzzy Clustering in R

Last Updated: 28 June 2025

Clustering is an unsupervised machine learning technique that is used to identify similarities and patterns within data points by grouping similar points based on their fe...read more

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R Machine Learning

Geeks Premier League 2023

AI-ML-DS With R

Correlation and Regression with R

Last Updated: 06 August 2025

Correlation and regression analysis are two fundamental statistical techniques used to examine the relationships between variables. R Programming Language is a programming...read more

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Machine Learning

Geeks Premier League

R Machine Learning

Geeks Premier League 2023

AI-ML-DS With R

Multiple linear regression analysis of Boston Housing Dataset using R

Last Updated: 23 July 2025

In this article, we are going to perform multiple linear regression analyses on the Boston Housing dataset using the R programming language.What is Multiple Linear Regress...read more

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R Machine Learning

Geeks Premier League 2023

AI-ML-DS With R

How to use Different Algorithms using Caret Package in R

Last Updated: 26 June 2025

The caret (Classification And Regression Training) package in R provides a unified framework for training, tuning and evaluating a wide range of machine learning algorithm...read more

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R Machine Learning

AI-ML-DS With R

Regression Tree with Simulated Data - rpart package

Last Updated: 19 April 2025

Regression trees are a type of decision tree used to predict continuous values. They work by splitting the data into smaller groups based on the input features, and then p...read more

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R Machine Learning

AI-ML-DS With R

Feature Scaling Using R

Last Updated: 23 July 2025

Feature scaling is a technique to improve the accuracy of machine learning models. This can be done by removing unreliable data points from the training set so that the mo...read more

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R Machine Learning

AI-ML-DS With R

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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R Machine-Learning

R Machine Learning

AI-ML-DS With R

Multiple Line Plots or Time Series Plots with ggplot2 in R

Last Updated: 23 July 2025

A multiple line plot or time series plot shows how values change over time, like crime rates or sales across years. In R, we use the ggplot2 package with the geom_line() f...read more

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R Machine Learning

AI-ML-DS With R

Identify and Remove Duplicate Data in R

Last Updated: 12 July 2025

A dataset can have duplicate values and to keep it redundancy-free and accurate, duplicate rows need to be identified and removed. In this article, we are going to see how...read more

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R Machine Learning

AI-ML-DS With R