Flood-Prediction-Machine-Learning

An analysis of machine learning models performances when attempting to predict flooding.

This Project was completed during the first semester of my masters program in 2022 for a machine learning class.

File Info

chas_rainfall.csv, chasflood.csv, dis_rainfalldf.csv:

These are csv files containing the training data for the machine learning models.

Flood_Linear_Regression.ipynb:

This notebook contains the data cleaning steps and original linear regresion attempt at flood prediction.

jbinz_6300_final_model_notebook.ipynb:

This notebook contains the final model implementations and data analysis of the flood prediction project.

Joey Binz Final Project 6300.pdf:

This pdf contains a write up explaining the project's goals, methodology, and results in its entirety.