Before revision:  By using a support vector regression approach to model the relationship between transition times and observed gait velocities , we show that we can predict unobserved velocities accurately.
After revision:  Using a Support Vector Regression (SVR) approach to model the relationship between transition times and observed gait velocities , we show that we can predict unobserved velocities accurately.