Edgar Acuña1 and Roxana Aparicio2 2026. Visual Analysis of Machine Learning Models for Multichannel Time Series Classification. International Journal of Artificial Intelligence and Machine Learning. 6, 01 (Jan. 2026), 55–81. DOI:https://doi.org/10.51483/IJAIML.6.1.2026.55-81.