This repo contains a project on predicting body fat % based on various features
Objective: The goal is to predict % of human body fat based on various characteristics.
Repo contains: Excel file "BF_pct_regularization.xlsx" with first approatch - Tikhonov regularization (Ridge regression - without feature elimination)
Excel file "Backwards_elimination.xlsx" with second approatch - backwards elimination (Data cleaning in first 2 sheets, next sheets - iterations without eliminated features)
"BF_Data.txt" - txt file with data
"BF_prediction.ipynb" - jupyter notebook with oter approach