• Title/Summary/Keyword: 회귀분류나무(의사결정나무법)

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The Development of Models and the Characteristics for Subway Noise Using the Classification and Regression Trees (CART 분석을 이용한 지하철 소음모형 개발 및 특성 연구)

  • Kim, Tae-Ho;Lee, Jae-Myung;Won, Jai-Mu;Song, In-Suk
    • Journal of the Korean Society for Railway
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    • v.10 no.5
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    • pp.480-486
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    • 2007
  • The subway is a necessary public transportation in big cities, which many citizens are using now. However, the demands for subway inner circumstance by citizens are growing recently. Among them, the noise problem is the hot issue to be solved. So, in this study we classified the characteristics of subway noise using the classification and regression trees (CART) based on noise level data in line No. 5 in Seoul. After that We developed the models for effect of subway noise and analyzed the characteristics through it. The result of this study is that we need to consider the type of geometry design and operational factors when the problem of subway noise improves, because the factors which weigh with subway noise are different by type of geometry and operational part.