Machine Learning in Sports

Identifying Potential Archers

Rabiu Muazu Musa, Zahari Taha, Mohamad Razali Abdullah, et al.

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Springer Singapore img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Allgemeines, Lexika

Beschreibung

This brief highlights the association of different performance variables that influences archery performance and the employment of different machine learning algorithms in the identification of potential archers. The sport of archery is often associated with a myriad of performance indicators namely bio-physiological, psychological, anthropometric as well as physical fitness. Traditionally, the determination of potential archers is carried out by means of conventional statistical techniques. Nonetheless, such methods often fall short in associating non-linear relationships between the variables. This book explores the notion of machine learning that is capable of mitigating the aforesaid issue. This book is valuable for coaches and managers in identifying potential archers during talent identification programs.​

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Schlagwörter

High Potential Archers, Archery Performance, Sports Psychology, Bio-physiological Indicators, Sports Engineering, Sports Biomechanics, Anthropometry Correlation, Performance Analysis, Talent Identification