TY - CHAP
T1 - Relationship between psycho-maturity and performance of sepak takraw
AU - Muazu Musa, Rabiu
AU - P. P. Abdul Majeed, Anwar
AU - Kosni, Norlaila Azura
AU - Abdullah, Mohamad Razali
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2020.
PY - 2020
Y1 - 2020
N2 - The correlation between psycho-maturity towards the performance of sepak takraw players is evaluated in this chapter. The Louvain clustering algorithm is used to categorise the players to high, medium and low psycho-matured players based on seven fundamental psychological measures, viz. maturity status, selftalk, activation, imagery, emotion control, automaticity and goal setting. Different random forest classifiers were developed to classify the players based on the aforesaid psychological measures. It was shown that the optimised model could provide reasonable discrimination between the players with a classification accuracy of 82.61% on the test dataset, suggesting the significance of the psychological indicators towards the performance of the players.
AB - The correlation between psycho-maturity towards the performance of sepak takraw players is evaluated in this chapter. The Louvain clustering algorithm is used to categorise the players to high, medium and low psycho-matured players based on seven fundamental psychological measures, viz. maturity status, selftalk, activation, imagery, emotion control, automaticity and goal setting. Different random forest classifiers were developed to classify the players based on the aforesaid psychological measures. It was shown that the optimised model could provide reasonable discrimination between the players with a classification accuracy of 82.61% on the test dataset, suggesting the significance of the psychological indicators towards the performance of the players.
UR - http://www.scopus.com/inward/record.url?scp=85081157143&partnerID=8YFLogxK
U2 - 10.1007/978-981-15-3219-1_6
DO - 10.1007/978-981-15-3219-1_6
M3 - Chapter
AN - SCOPUS:85081157143
T3 - SpringerBriefs in Applied Sciences and Technology
SP - 49
EP - 58
BT - SpringerBriefs in Applied Sciences and Technology
PB - Springer
ER -