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UBC-MDS / forest-fire-area-prediction

This project aims to predict the burned area of forest fires in the northeast region of Portugal, using meteorological and soil moisture data.
https://ubc-mds.github.io/forest-fire-area-prediction/reports/forest_fire_analysis_report.html
MIT License
9 stars 10 forks source link

Milestone #2: Script for EDA #27

Closed hatefr closed 2 years ago

hatefr commented 2 years ago

Hi everyone, I kinda re-did EDA for the classification problem. I have included the jupyter notebook for that (labelled EDA_classification). I also wrote a script which reads in the preprocessed data and output two images: one for number of fire occurrences for different seasons and one showing the pair plot for all numerical columns. Feel free to use them in the final report. Also Let me now if you want to output more plots.

Anahita97 commented 2 years ago

We also considered classification for our project, however, ended up using regression at the end.