Tag: SHAP

All the articles with the tag "SHAP".

• Room Occupancy Detection – Time-Series-Aware ML from Sensor Data

  18 Jul, 2024

  A machine learning project predicting room occupancy from environmental sensors — with careful time-series cross-validation, SMOTE for class imbalance, model comparison across Random Forest, XGBoost, and LightGBM, and SHAP-based interpretability.