Exploring a method that maps Neural Network predictions to its inputs, with justification. — After having seen how various interpretability techniques are being applied to traditional ML models like XGBoost and Random Forest, we now shift our focus to Neural Networks. Predict vs Interpret Neural networks are great at approximating complex functions that represent real-world events. This has enabled some wonderful feats not just in tech but…