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1860796910929969152
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INTELEK Repository
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Online Access
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https://intelek.unisza.edu.my/intelek/pages/search.php?search=!collection407072
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| date |
2021-03-22 00:31:59
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| format |
Restricted Document
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| id |
10651
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| institution |
UniSZA
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| originalfilename |
4718-01-FH05-ESERI-21-51620.pdf
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Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML
like Gecko) Chrome/88.0.4324.190 Safari/537.36
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oai_dc
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| resourceurl |
https://intelek.unisza.edu.my/intelek/pages/view.php?ref=10651
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| spelling |
10651 https://intelek.unisza.edu.my/intelek/pages/view.php?ref=10651 https://intelek.unisza.edu.my/intelek/pages/search.php?search=!collection407072 Restricted Document Book Chapter application/pdf 4 1.6 Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML like Gecko) Chrome/88.0.4324.190 Safari/537.36 Skia/PDF m88 2021-03-22 00:31:59 4718-01-FH05-ESERI-21-51620.pdf UniSZA Private Access 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 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 Springer 49-58 SpringerBriefs in Applied Sciences and Technology
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| spellingShingle |
Relationship between psycho-maturity and performance of sepak takraw
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| 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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| title |
Relationship between psycho-maturity and performance of sepak takraw
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| title_full |
Relationship between psycho-maturity and performance of sepak takraw
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| title_fullStr |
Relationship between psycho-maturity and performance of sepak takraw
|
| title_full_unstemmed |
Relationship between psycho-maturity and performance of sepak takraw
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| title_short |
Relationship between psycho-maturity and performance of sepak takraw
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| title_sort |
relationship between psycho-maturity and performance of sepak takraw
|