Machine Learning with R: Logistic Regression
Logistic regression is a classification algorithm used to find the probably of event success and event failure. This workshop will cover an introduction to logistic regression, followed by hands-on training in how to conduct a logistic regression in R, model training, testing accuracy, and how to interpret and visualize results.
Workshop Offerings
March 2024
Facilitator Bio
Humayun Kabir is a master’s student in Health Research Methodology at the Department of Health Research Methods, Evidence, and Impact at McMaster University. He provides support to the quantitative research data at the DASH, McMaster University Library.
Workshop Files
- Google Colab Link (recommended) or DASH_W04.ipynb.
Facilitator Bio
Presentation by Shaila Jamal, DASH Support Assistant and PhD Candidate in Earth, Environment, and Society.
This event was run in collaboration with the YWCA’s Uplift Program, which supports women and non-binary people re-skilling to enter the tech industry.
Workshop Files
- Logistic Regression.Rmd
- exams.csv