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The Development Path of Physical Education Teaching Informatization in Colleges and Universities in the Context of Modern Teaching Theory

Dapeng Sun

Dapeng Sun

Command and Tactics Department, Henan Police CollegeZhengzhou, China
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Sun, Dapeng
  
Mar 24, 2025
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Published Online: Mar 24, 2025
Received: Oct 26, 2024
Accepted: Feb 15, 2025
DOI: https://doi.org/10.2478/amns-2025-0747
Keywords
© 2025 Dapeng Sun, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

K-means clustering algorithm step diagram
K-means clustering algorithm step diagram

Figure 2.

Graphical representation of the tree
Graphical representation of the tree

Figure 3.

Graphical representation of decision trees
Graphical representation of decision trees

Figure 4.

Total score histogram for male
Total score histogram for male

Figure 5.

Total score histogram for female
Total score histogram for female

Figure 6.

Simplified diagram of ID3 classification tree for male
Simplified diagram of ID3 classification tree for male

Figure 7.

Simplified diagram of ID3 classification tree for female
Simplified diagram of ID3 classification tree for female

The proportion of physical quality of female students

Item A B C D
Vital capacity 0.246 0.201 0.288 0.265
50m run 0.233 0.211 0.267 0.289
Standing long jump 0.295 0.263 0.229 0.213
Sit and reach 0.236 0.192 0.317 0.255
Sit-up 0.306 0.245 0.232 0.217
800m run 0.231 0.223 0.254 0.292

Score table for each item

Male Female
Statistics Min Max M σ Statistics Min Max M σ
Vital capacity 8406 0 100 89.32 16.77 7231 0 100 82.02 14.33
50m run 8406 0 100 73.46 9.80 7231 0 100 71.52 9.51
Standing long jump 8406 0 100 54.28 25.16 7231 0 100 69.86 17.25
Sit and reach 8406 0 100 62.03 17.35 7231 0 100 84.57 12.06
Sit-up/pull-up 8406 0 100 29.61 35.27 7231 0 100 71.35 14.38
1000/800m run 8406 0 100 63.68 19.24 7231 0 100 60.49 20.66
Health grade 8406 30.26 112.43 70.46 12.82 7231 23.58 111.62 73.84 10.59

The proportion of physical quality of male students

Item A B C D
Vital capacity 0.227 0.286 0.273 0.214
50m run 0.338 0.271 0.228 0.163
Standing long jump 0.281 0.258 0.263 0.198
Sit and reach 0.240 0.277 0.248 0.235
Pull-up 0.293 0.270 0.221 0.216
1000m run 0.304 0.286 0.226 0.184
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