Cover Image

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...

Full description

Saved in:
Bibliographic Details
Main Author: Abdullah, Prof. Madya Dr. Mohamad Razali
Format: Book Section
Language:English
Published: Springer 2020
Subjects:
T Technology (General)
Online Access:http://eprints.unisza.edu.my/4718/1/FH05-ESERI-21-51620.pdf
http://eprints.unisza.edu.my/4718/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my-unisza-ir.4718
record_format eprints
spelling 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 13.211869

Similar Items