Open access
Jul 2026
Multi-Domain Feature Engineering for Noise-Tolerant Fault Classification in Analog Filter Circuits
A stacking ensemble model is developed which uses Random Forest, Gradient Boosting, and Extra Trees as base learners and Logistic Regression as the meta-learner to provide solid performance even in noisy environments.
Archana Dhamotharan, Balakumar Muniandi, Vennila Anandaraj Umapathy et al.
· Journal of Sensor and Actuat... · 0 citations