ricardotavera / safetown Goto Github PK

Model for predicting future crime in the city of Bucaramanga (COL). The model uses a dataset of datos abiertos.gov of all crimes of the city from about last 6 years. Now we are going to predict the location of a posible crime and the kind of weapon to be used. This project uses Random Forest Regressor for making the prediction.

Brajhan Javier Rivera González, Daniel Fernando La Rota Peña, Daniel Ricardo Tavera Camacho

Crime prediction based on official crime records

https://www.datos.gov.co/Seguridad-y-Defensa/40-Delitos-en-Bucaramanga-enero-2010-a-diciembre-d/75fz-q98y

Main: RandomForestRegressor
Analysis: DNN, SVR(linear), DesisionTreeRegressor

Youtube: https://youtu.be/VIXhzYixBsg
Model Code: https://github.com/ricardotavera/Safetown/blob/main/SafetownAI.ipynb
Run Code: https://replit.com/@DanielRicardoR5/ModelTesting