An Applied Research of Decision Tree Algorithm in Track and Field Equipment Training
This paper has conducted a study on the applications of track and field equipment training based on ID3 algorithm of decision tree model. For the selection of the elements used by decision tree, this paper can be divided into track training equipment, field events training equipment and auxiliary tr...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2015-01-01
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| Series: | MATEC Web of Conferences |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.1051/matecconf/20152503006 |
| _version_ | 1818434046846304256 |
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| author | Liu Shaoqing Wang Kebin |
| author_facet | Liu Shaoqing Wang Kebin |
| author_sort | Liu Shaoqing |
| collection | DOAJ |
| description | This paper has conducted a study on the applications of track and field equipment training based on ID3 algorithm of decision tree model. For the selection of the elements used by decision tree, this paper can be divided into track training equipment, field events training equipment and auxiliary training equipment according to the properties of track and field equipment. The decision tree that regards track training equipment as root nodes has been obtained under the conditions of lowering computation cost through the selection of data as well as the application and optimization of ID3 algorithm model. |
| first_indexed | 2024-12-14T16:30:46Z |
| format | Article |
| id | doaj.art-b4036b18636b4904a266944a481e55ac |
| institution | Directory Open Access Journal |
| issn | 2261-236X |
| language | English |
| last_indexed | 2024-12-14T16:30:46Z |
| publishDate | 2015-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | MATEC Web of Conferences |
| spelling | doaj.art-b4036b18636b4904a266944a481e55ac2022-12-21T22:54:35ZengEDP SciencesMATEC Web of Conferences2261-236X2015-01-01250300610.1051/matecconf/20152503006matecconf_emme2015_03006An Applied Research of Decision Tree Algorithm in Track and Field Equipment TrainingLiu Shaoqing0Wang Kebin1Teaching and Research Office of Physical Education, Department of Public Basic Courses, Langfang Health Vocational CollegeLangfang Health Vocational CollegeThis paper has conducted a study on the applications of track and field equipment training based on ID3 algorithm of decision tree model. For the selection of the elements used by decision tree, this paper can be divided into track training equipment, field events training equipment and auxiliary training equipment according to the properties of track and field equipment. The decision tree that regards track training equipment as root nodes has been obtained under the conditions of lowering computation cost through the selection of data as well as the application and optimization of ID3 algorithm model.http://dx.doi.org/10.1051/matecconf/20152503006decision tree algorithmtrack and field equipment trainingauxiliary training equipment |
| spellingShingle | Liu Shaoqing Wang Kebin An Applied Research of Decision Tree Algorithm in Track and Field Equipment Training MATEC Web of Conferences decision tree algorithm track and field equipment training auxiliary training equipment |
| title | An Applied Research of Decision Tree Algorithm in Track and Field Equipment Training |
| title_full | An Applied Research of Decision Tree Algorithm in Track and Field Equipment Training |
| title_fullStr | An Applied Research of Decision Tree Algorithm in Track and Field Equipment Training |
| title_full_unstemmed | An Applied Research of Decision Tree Algorithm in Track and Field Equipment Training |
| title_short | An Applied Research of Decision Tree Algorithm in Track and Field Equipment Training |
| title_sort | applied research of decision tree algorithm in track and field equipment training |
| topic | decision tree algorithm track and field equipment training auxiliary training equipment |
| url | http://dx.doi.org/10.1051/matecconf/20152503006 |
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