This use case will address the topic of classification and follows the one on the forecast of time series, we will address the concepts :
- classification task
- one hot encoding (here a variant)
- Random Forest Classifier
- XGBOOST
- Confusion Matrix
- Grid search
- Class balancing
In a future project I will try to illustrate the difference between classification and clustering