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week4_butternut_health_exploration
Here I document my initial exploration of our REU2025 butternut health assessment data from the first 4 weeks of field days.
Assignment #2 - Linear Regression Analysis
This report explores multiple linear regression techniques using the Auto and Carseats datasets from the ISLR package. The analysis includes correlation assessment, model fitting, interpretation of coefficients, diagnostic plots, interaction terms, and variable transformations to improve model performance.
Machine Learning Classification Model Comparison
Supervised learning: logistic regression, knn, discrimant analysis (linear and quadratic), svm (polynomial and radial kernel), gradient boosting, random forest and neural network.
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Reproducible Research Course Project 2
A course project 2.
Daily Facebook Political Ad Spending
As of June 16, 2025
Modeling Hospital Stay Duration and Readmission using ML - G6
This report is dedicated to fulfilling the requirements of the group project for subject Programming in Data Science