Simple Linear Regression in R
Simple Linear Regression in R, A straightforward query is resolved by linear regression: Is it possible to assess the exact connection between one target variable and a group of predictors? The straight-line model is...
Category: R
Difference between R and Python
While Python offers a more all-encompassing approach to data science, R is primarily employed for statistical analysis. R’s main goals are data analysis and statistics, while Python’s main goals are deployment and production. Python...
IF ELSE- ELSE IF Statement in R
IF ELSE- ELSE IF Statement in R, A developer’s best tool when trying to return output based on a condition is an if-else statement. The syntax in R is: if (condition) { Expr1...
Extract patterns in R?
Extract patterns in R, R’s str extract() function can be used to extract matching patterns from strings. It is part of the stringr package. The syntax for this function is as follows: str_extract(string, pattern)...
How to Replace Inf Values with NA in R
Replace Inf Values with NA in R, you can substitute NA values for Inf values using the techniques listed below: Method 1: Replace Inf with NA in Vector x[is.infinite(x)] <- NA Example 1: Substitute...
Boosting in Machine Learning:-A Brief Overview
Boosting in Machine Learning, A single predictive model, such as linear regression, logistic regression, ridge regression, etc., is the foundation of the majority of supervised machine learning methods. However, techniques such as bagging and...
Algorithm Classifications in Machine Learning
Algorithm Classifications in Machine Learning, There is a vast array of algorithms available in the field of machine learning that can be utilized to comprehend data. One of two categories can be used to...
How do confidence intervals work?
How do confidence intervals work?, In statistics, we’re frequently interested in calculating population parameters—numbers that capture some aspect of a population as a whole. The following are the two most typical population parameters: Population...
How to Find Quartiles in R?
How to Find Quartiles in R, A dataset is divided into four equal halves using values known as quartiles. The first quartile of a dataset corresponds to the 25th percentile. The second quartile of...
How to Use Italic Font in R
How to Use Italic Font in R, to create an italic typeface in R plots, use the basic syntax shown below. How to Use Italic Font in R These examples demonstrate how to apply...
