Relationship between psycho-maturity and performance of sepak takraw
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 s...
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| Main Author: | |
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| Format: | Book Section |
| Language: | English |
| Published: |
Springer
2020
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| Subjects: | |
| Online Access: | http://eprints.unisza.edu.my/4718/1/FH05-ESERI-21-51620.pdf http://eprints.unisza.edu.my/4718/ |
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| Institution: | Universiti Sultan Zainal Abidin |
| Language: | English |
| Summary: | 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. © The Author(s), under exclusive
license to Springer Nature Singapore Pte Ltd. 2020. |
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