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rlaehddo authored Oct 28, 2021
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Created by Amy Kim, Ellis Cho, and Sue Yoo

# Montesinho_Forestfire
Linear Regression Models on Montesinho Forest Fire

## Dataset
Dataset of Forest Fires retrieved from:

https://archive.ics.uci.edu/ml/datasets/Forest+Fires?fbclid=IwAR3orFV-2u76MfAF1FbWfm-qtsCsP2OffZatnRAHgfaScgGRR2ET3vchWNQ

## Goals
Linear Regression Models Used :
1) AIC (Akaike Information Criterion) with Backward-step variabel selection
2) LASSO

Model Comparison through RMSE values from K-fold Cross validation (10-fold cross validation)

Predicting log(y+1)-transformed forest fire areas by wildfires (given that area burnt is not 0)

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