Neural network prediction of fastball velocity in college baseball players

Clinical measures of arm strength and pitch velocity were measured in college pitchers. Correlations to pitch velocity were identified and used to create a regression learner predictive neural network. The neural network allows pitch velocity to be determined within 2.325 mph, without maximum effort throwing. It may allow identification of under/over performing athletes, and projected velocity increases after strength increases/growth.