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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| التنسيق: | Book Section |
| اللغة: | English |
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Springer
2020
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| الوصول للمادة أونلاين: | http://eprints.unisza.edu.my/4718/1/FH05-ESERI-21-51620.pdf http://eprints.unisza.edu.my/4718/ |
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my-unisza-ir.47182022-01-17T03:31:41Z http://eprints.unisza.edu.my/4718/ Relationship between psycho-maturity and performance of sepak takraw Abdullah, Prof. Madya Dr. Mohamad Razali T Technology (General) 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. Springer 2020 Book Section NonPeerReviewed text en http://eprints.unisza.edu.my/4718/1/FH05-ESERI-21-51620.pdf Abdullah, Prof. Madya Dr. Mohamad Razali (2020) Relationship between psycho-maturity and performance of sepak takraw. In: SpringerBriefs in Applied Sciences and Technology. Springer, pp. 49-58. ISBN 2191530X |
| institution |
Universiti Sultan Zainal Abidin |
| building |
UNISZA Library |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Sultan Zainal Abidin |
| content_source |
UNISZA Institutional Repository |
| url_provider |
https://eprints.unisza.edu.my/ |
| language |
English |
| topic |
T Technology (General) |
| spellingShingle |
T Technology (General) Abdullah, Prof. Madya Dr. Mohamad Razali Relationship between psycho-maturity and performance of sepak takraw |
| description |
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. |
| format |
Book Section |
| author |
Abdullah, Prof. Madya Dr. Mohamad Razali |
| author_facet |
Abdullah, Prof. Madya Dr. Mohamad Razali |
| author_sort |
Abdullah, Prof. Madya Dr. Mohamad Razali |
| title |
Relationship between psycho-maturity and performance of sepak takraw |
| title_short |
Relationship between psycho-maturity and performance of sepak takraw |
| title_full |
Relationship between psycho-maturity and performance of sepak takraw |
| title_fullStr |
Relationship between psycho-maturity and performance of sepak takraw |
| title_full_unstemmed |
Relationship between psycho-maturity and performance of sepak takraw |
| title_sort |
relationship between psycho-maturity and performance of sepak takraw |
| publisher |
Springer |
| publishDate |
2020 |
| url |
http://eprints.unisza.edu.my/4718/1/FH05-ESERI-21-51620.pdf http://eprints.unisza.edu.my/4718/ |
| _version_ |
1724079375149694976 |
| score |
13.251813 |