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Predicting Song Release Year with Regression Models

This repository is for regression analysis of the Free Music Archive (FMA) dataset.

Preview final report

What's in the repo

Files

-data/: cleaned and raw datasets, splits

-figures/: graphs saved from R scripts

-memos/: progress memos

-results/: saved models and recipes

Documents

-Derksen_Claire_executive_summary.qmd

-Derksen_Claire_executive_summary.html

-Derksen_Claire_final_report.qmd

-Derksen_Claire_final_report.html

R project and git files

-.git

-Derksen_Claire_final_report_files

-Derksen_Claire_executive_summary_files

-.gitignore: for denoting what files are too large and should be ignored by github

-.Rhistory

-.Rproj.user

-final-project-2-cadaora.Rproj

About

My final project for the STAT_301-2 R programming course. I create, tune, and visualize various regression models to predict an album's year of release.

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