Multi-class pattern recognition with the group match competition method

Classification of gait rhythm signals between patients with neuro-degenerative diseases and normal subjects: Experiments with statistical features and different classification models

“…Although promising results have been obtained for this multi-class classification problem, there is obviously considerable improvement space in terms of classification accuracy. The possible improvements include: (1) increasing the size of the dataset and the performance of a single binary classifier; and (2) using a fine-grain multi-class classification technique [43].…”