jnthouvenin/Predicting_functional_state_of_water_pumps

[AI] Machine Learning to predict functional state of water pumps in Tanzania (ULB - 2021 - Brussels) - R # Prediction Functional State of Water Pumps in Tanzania This project is a part of the course Statistical Foundations of Machine Learning from the Free University of Brussels (M1 Optimization and Operational Research - 2020 - 2021). The link of the competition can be found here : drivendata.org Key words : Data analysis Model fitting Deep Learning Random Forest Gradient Boosting ## Results Our last model obtained a classification rate of 78.49 over the unknown test set provided by DrivenData