SVM in R for Data Classification using e1071 Package
In this article of the TechVidvan’s R tutorial series, we are going to learn about Support Vector Machines or SVM’s. We will study the SVM algorithm. We shall then look into its advantages and...
R Tutorials
How to Perform Hypothesis Testing in R using T-tests and μ-Tests
In this R tutorial, we are going to talk about hypothesis testing in R. We will start off with what is hypothesis testing? We shall, then, move on to decision errors and T-tests. Next,...
Linear Regression in R using lm() Function
In the generalized linear models tutorial, we learned about various GLM’s like linear regression, logistic regression, etc.. In this tutorial of the TechVidvan’s R tutorial series, we are going to look at linear regression...
R Logistic Regression Types and Implementation
In this R tutorial, we are going to study logistic regression in R programming. We will learn what is R logistic regression. We will also look at the theory and procedure of logistic regression....
Non-Linear Regression in R – Implementation, Types and Examples
In the previous R tutorial, we learned about linear regression and how to implement it in R. With this chapter of TechVidvan’s R tutorial series, we are going to study non-linear regression in R....
Decision Trees in R Analytics
In this article, we are going to study decision trees in R programming and their implementation. We will learn what are R decision trees. We shall also look at how to create them and...
R Random Forest – Ensemble Learning Methods in R
Previously in TechVidvan’s R tutorial series, we learned about decision trees and how to implement them in R. We saw how it is a classification and regression technique and has quite a lot of...
R Classification – Algorithms, Applications and Examples
In this R tutorial, we are going to learn about R Classification and various classification techniques and algorithms in machine learning and R. We will start off with what is classification in R? We...
Cluster Analysis in R – Complete Guide on Clustering in R
Welcome back to Techvidvan’s R Tutorial series. In this article, we are going to learn a very important machine learning technique called clustering. We will study what is cluster analysis in R and what...
Bar Chart in R – Implementation, Customization and Example
Bar chart in R is one of the most popular and commonly used graph in the history of graphical representation and data visualization. They represent different measures as rectangular bars, with the height(in case...