Random Forest Classifier code for tectonic setting classification based on basalt geochemistry

This jupyter notebook includes python codes for manuscript 'Discern detachment of the subducting slab in an ancient subduction zone using machine learning'. The main parts are:

• Data preprocessing
• Machine learning model training and validation
• SHAP, machine learning model explainability
• Make prediction by using the trained machine learning model