roweyerboat / pump_it_up_mlproject Goto Github PK
View Code? Open in Web Editor NEWThis repo contains my files for competing in the Driven Data Competition Pump It Up: Data Mining the Water Table. I went through several different models to classify wells as functioning, not function, or functioning needs repair. I had the most success using the Random Forest classifier while using GridSearch to tune the parameters for the best outcome.
Home Page: https://www.drivendata.org/competitions/7/pump-it-up-data-mining-the-water-table/page/23/