Welcome to my R programming projects repository! Here, you'll find a collection of projects I've developed using R for various purposes. Each project comes with a brief description and a link to its source code for further exploration.
In this project, I developed a prediction model to estimate the heart weight of cats using the Cats dataset available in the MASS package of CRAN. The goal was to predict the heart weight based on various features available in the dataset. Through exploratory data analysis, feature engineering, and model training, I achieved a correlation of approximately 80% between the variables. Additionally, the prediction model achieved an accuracy of around 70%, demonstrating its effectiveness in estimating cat heart weights based on the provided features such as Body weight and Sex metrics.
Results:
- Correlation: ~80% between the variables.
- Prediction Accuracy: ~70%.
Dataset: The Cats dataset used in this project is available in the MASS package of CRAN. For more information about the dataset, refer to the documentation.
Source Code: Link
HTML File: Link
I got the idea for Project 1 from an article on Medium, titled R Programming ..Beginner Project 2. However there are some errors in the code provided by the admin of the article and also the instructions are not beginner friendly, hence you can refer to the code file provided by me in the repository. Best Regards!
If you have any suggestions or improvements, feel free to open an issue or submit a pull request.