Pump It Up — Machine Learning Prediction
Python
Machine learning
Random forest
scikit-learn
Part two of my DrivenData Tanzanian water-pump project: building and tuning the prediction model.
Project
The second half of my DrivenData competition entry: training a Random Forest classifier to predict pump functionality, reaching 79% accuracy (top 27% of entrants). You can read the second article, on the machine-learning predictions, here.
