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2023 | OriginalPaper | Chapter

Application of Decision Tree Algorithm in Table Tennis Competition

Author : You Wang

Published in: Frontier Computing

Publisher: Springer Nature Singapore

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Abstract

With the continuous development of information technology and the continuous expansion of data scale in various industries, data mining technology is becoming more and more mature and developing in the direction of field application. Data mining is a technology to extract non trivial, secret, unknown value and potential information from large-scale data. With the continuous development of sports informatization, a large number of data have been accumulated in the field of sports. The application of data mining in the field of sports, especially in the data analysis of antagonistic competitive sports, will become a trend. The application of decision tree algorithm in table tennis competition is to predict the best player in each position, and then select the best player in each position. The main purpose of this method is to determine who can win the game by predicting the performance of players, not only at the beginning of the game, but also in the whole process of the game. This method can also be used in many other sports.

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Literature
1.
go back to reference Zhang, C., Hu, C., Xie, S., et al.: Research on the application of decision tree and random forest algorithm in the main transformer fault evaluation. J. Phys. Conf. Ser. 1732(1), 012086 (7p.) (2021) Zhang, C., Hu, C., Xie, S., et al.: Research on the application of decision tree and random forest algorithm in the main transformer fault evaluation. J. Phys. Conf. Ser. 1732(1), 012086 (7p.) (2021)
2.
go back to reference Chen, J.: The Application of Decision Tree Algorithm in Data Resources of Environmental Art Design Specialty in Colleges and Universities (2021) Chen, J.: The Application of Decision Tree Algorithm in Data Resources of Environmental Art Design Specialty in Colleges and Universities (2021)
3.
go back to reference Song, Z.: Application of Decision Tree Algorithm in Computer Foundation Achievement Analysis (2020) Song, Z.: Application of Decision Tree Algorithm in Computer Foundation Achievement Analysis (2020)
4.
go back to reference Liu, Y.: Construction and application of reservoir flood control operation rules using the decision tree algorithm. Water. 13, 3654 (2021) Liu, Y.: Construction and application of reservoir flood control operation rules using the decision tree algorithm. Water. 13, 3654 (2021)
5.
go back to reference Liang, K.: Economic granularity interval in decision tree algorithm standardization from an open innovation perspective: towards a platform for sustainable matching. J. Open Innov. Technol. Mark. Complex. 6, 149 (2020) Liang, K.: Economic granularity interval in decision tree algorithm standardization from an open innovation perspective: towards a platform for sustainable matching. J. Open Innov. Technol. Mark. Complex. 6, 149 (2020)
6.
go back to reference Hao, K.Y., Chen, H., et al.: Model Establishment of Decision Tree Algorithm and Its Application in Vehicle Fault Prediction Analysis (2020) Hao, K.Y., Chen, H., et al.: Model Establishment of Decision Tree Algorithm and Its Application in Vehicle Fault Prediction Analysis (2020)
7.
go back to reference Ariyati, I., Rosyida, S., Ramanda, K., et al.: Optimization of the decision tree algorithm used particle swarm optimization in the selection of digital payments. J. Phys. Conf. Ser. 1641(1), 012090 (6p.) (2020) Ariyati, I., Rosyida, S., Ramanda, K., et al.: Optimization of the decision tree algorithm used particle swarm optimization in the selection of digital payments. J. Phys. Conf. Ser. 1641(1), 012090 (6p.) (2020)
8.
go back to reference Zhou, H.F., Zhang, J.W., Zhou, Y.Q., et al.: A feature selection algorithm of decision tree based on feature weight. Expert Syst. Appl. 164(4), 113842 (2021)CrossRef Zhou, H.F., Zhang, J.W., Zhou, Y.Q., et al.: A feature selection algorithm of decision tree based on feature weight. Expert Syst. Appl. 164(4), 113842 (2021)CrossRef
9.
go back to reference Qomariyah, N.N., Heriyanni, E., Fajar, A.N., et al.: Comparative analysis of decision tree algorithm for learning ordinal data expressed as pairwise comparisons. In: 2020 8th International Conference on Information and Communication Technology (ICoICT) (2020) Qomariyah, N.N., Heriyanni, E., Fajar, A.N., et al.: Comparative analysis of decision tree algorithm for learning ordinal data expressed as pairwise comparisons. In: 2020 8th International Conference on Information and Communication Technology (ICoICT) (2020)
Metadata
Title
Application of Decision Tree Algorithm in Table Tennis Competition
Author
You Wang
Copyright Year
2023
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-1428-9_203