Decision Trees using R: An Introduction Hi MLEnthusiasts! Today, we will dive deeper into classification and will learn about Decision trees using R, how to analyse which variable is important among many given variables and how to make prediction for new data observations based on our analysis and model. Again, we will continue working on […]
Category: R
Logistic Regression using R: Titanic Case study
Hi MLEnthusiasts! Today, we will learn how to implement logistic regression using R that too on a well-known dataset, The Titanic Dataset! So, our analysis becomes by getting some information about the dataset, like what all variables are in our dataset and what do we have to predict. The model gives 80.02% accuracy on train […]
Logistic Regression using R
Logistic Regression using R: Introduction Hi MLEnthusiasts! Today, we will learn how to implement logistic regression using R that too on a well-known dataset, The Titanic Dataset! So, our analysis becomes by getting some information about the dataset, like what all variables are in our dataset and what do we have to predict. What to […]
Multivariate Linear Regression With R
Multivariate Linear Regression With R Hi ML Enthusiasts! Today, We will be learning how to perform multivariate linear regression with R. In this case-study, we will be using a very famous data set “King County House sales” in which we will treat price as the dependent variable and other variables as independent variables. We will […]
Linear Regression using R
Linear Regression using R Hi Everyone! Today, we will learn about implementing linear regression using R and building the linear regression model in R using a dataset from kaggle. The dataset is divided into two parts, one is train.csv and the other one is test.csv. We will make our model using train.csv and then test […]