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Meteorological Hydrological and Marine Instrument  2021, Vol. 38 Issue (2): 13-15    DOI:
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Flight time analysis based on the ID3 algorithm
Zhang Xiang1, Chen Jun2, Yu Shilong1, Wu Chenyang1, Xu Xiangyun1
1. No.94995 Unit,Rugao 226500;
2. No.95631 Unit,Luzhou 646000

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Abstract  In order to analyze the impact of meteorological factors on aircraft flight,and then provide better guarantee for flight,the ID3 decision tree algorithm is needed to analyze the time of flight data.This paper firstly constructs the attributes of the main influencing factors,and the original data are quantized.The existing information is efficiently excavated by the ID3 algorithm,and the decision tree is generated by analyzing the information gain.This method can analyze the flight data effectively,which is helpful to achieve the purpose of controlling and optimizing the flight time schedule.
Key wordsflight time      decision tree      data mining      information entropy     
Received: 14 April 2020     
ZTFLH: TP301.6  
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Zhang Xiang
Chen Jun
Yu Shilong
Wu Chenyang
Xu Xiangyun
Cite this article:   
Zhang Xiang,Chen Jun,Yu Shilong等. Flight time analysis based on the ID3 algorithm[J]. Meteorological Hydrological and Marine Instrument, 2021, 38(2): 13-15.
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