## 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...

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# R Tutorials

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SVM in R for Data Classification using e1071 Package

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How to Perform Hypothesis Testing in R using T-tests and μ-Tests

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Linear Regression in R using lm() Function

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R Logistic Regression Types and Implementation

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Non-Linear Regression in R – Implementation, Types and Examples

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Decision Trees in R Analytics

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R Random Forest – Ensemble Learning Methods in R

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R Classification – Algorithms, Applications and Examples

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Cluster Analysis in R – Complete Guide on Clustering in R

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Bar Chart in R – Implementation, Customization and Example

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Histogram in R – Implementation and Customization

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Lattice Package in R with Functions and Graphs

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Graphical Data Analysis in R – Types and Examples

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Performance Tuning in R- For Efficient R Programming

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Saving Graphs to Files in R in Easy Steps

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...

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,...

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...

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....

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....

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...

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...

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...

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 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...

In this TechVidvan R Tutorial series, we will learn what is histogram in R, how to implement it. We will also look at how to plot them using the ggplot2 package. So, without any...

Lattice is a powerful and elegant data visualization package for R programming, with an emphasis on multivariate data. It is inspired by trellis graphics. In this article of TechVidvan’s R tutorial series, we are...

R is said to be the best platform for data visualization and graphical data analysis. It has a plethora of functions and commands needed to plot any kind of graph in any configuration for...

In this article of the TechVidvan’s R tutorial series, we are going look at several techniques to improve R code and its performance. We shall discuss various factors that help in improving the performance...

In the previous tutorials, we have been learning about various kinds of graphs and plots in R. In this chapter of the TechVidvan’s R tutorial series, we are going to look at how saving...