Tag: SHAP
-
XAI in Practice: SHAP and LIME for Model Interpretation
SHAP vs LIME for XGBoost: when game theory beats local approximations. Interactive tutorial reveals what drives your model's predictions.
-
Explainable AI for Factory Operations: Building Trust
SHAP heatmaps vs decision trees for factory AI trust: one impresses engineers, the other ships. Real vibration data, production results.
-
XAI๋ก ๋ฒ ์ด๋ง ๊ณ ์ฅ ์์ธ ๋ถ์ํ๊ธฐ: SHAP๊ณผ Grad-CAM์ผ๋ก CNN ์ง๋จ ๋ชจ๋ธ ํด์
Use SHAP and Grad-CAM to prove your CNN bearing diagnosis model is looking at fault frequencies, not noise. Validation workflow included.