Fig. 5 Classification of motor skill between Control, Skilled, and Unskilled trainees. Classification of motor skill between Control, Skilled, and Unskilled.

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Presentation transcript:

Fig. 5 Classification of motor skill between Control, Skilled, and Unskilled trainees. Classification of motor skill between Control, Skilled, and Unskilled trainees. (A) Inter- and intragroup MCEs for each subject population (Control, Skilled, and Unskilled trainees) with respect to training days. MCE12 and MCE21 values significantly decrease below 5% when classifying pretest Skilled and Unskilled trainees on the final training day. Furthermore, MCEs are also low when classifying Skilled and Unskilled trainees on the final training day, along with Skilled trainees and untrained Control subjects. (B) MCEs are reported for each combination of training groups (Control, Skilled, and Unskilled trainees) with respect to pretest, posttest, and final training days. MCEs are substantially low when classifying Skilled trainees and Control subjects along with inter-Skilled trainee group classification. Unskilled trainees, however, showed high MCEs even when compared to Unskilled trainees and Control subjects during the posttest. As a measure of skill retention, classification models were also applied for all subject groups from the final training day to the posttest. Arun Nemani et al. Sci Adv 2018;4:eaat3807 Copyright © 2018 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC).