In this paper, we exploit nonpathological gait kinematics to improve gender classification from motion information using large-scale datasets with subjects moving in a less controlled environment.

Multiclass classification is one of the most fundamental tasks in data mining. However, traditional data mining methods rely on the model assumption, they generally can suffer from the overfitting ...