• 제목/요약/키워드: split data

검색결과 596건 처리시간 0.028초

다변량 분위수 회귀나무 모형에 대한 연구 (Multivariate quantile regression tree)

  • 김재오;조형준;방성완
    • Journal of the Korean Data and Information Science Society
    • /
    • 제28권3호
    • /
    • pp.533-545
    • /
    • 2017
  • 분위수 회귀모형은 반응변수의 조건부 분포에 대하여 포괄적이고 유용한 통계적 정보를 제공한다. 그러나 많은 실제 자료는 설명변수와 반응변수가 비선형의 관계를 갖고 있어 전통적인 선형 분위수 회귀모형은 왜곡되고 잘못된 결과를 초래할 수 있다. 또한 자료의 복잡성이 증가하여 반응변수가 여러개인 다변량 자료의 분석에 대한 보다 정확한 예측과 더불어 풍부한 해석에 대한 요구가 증가하고 있다. 이러한 이유로 본 연구에서는 다변량 분위수 회귀나무 모형을 제안하였다. 본 연구에서는 기존의 다변량 회귀나무 모형의 분할변수 선택 알고리즘의 문제점을 지적하고 향상된 분할변수 선택 알고리즘을 제안하였다. 제안한 알고리즘은 합리적인 계산시간으로 적용 가능하며 분할변수 선택에서 편향 발생의 문제를 갖지 않는 동시에 기존 방법보다 더 정확하게 분할변수를 선택할 수 있있다. 본 연구에서는 모의실험과 실증 예제를 통해 제안한 방법의 우수한 성능과 유용성을 확인하였다.

콘덴서 구동형 단상유도전동기의 특성해석 및 효율개선을 위한 최적설계 (Characteristic Analysis and Optimum Design for Efficiency Improvement of the Single-Phase Permanent-Split Condenser Motor)

  • 임달호;홍정표;윤상백;손병욱;김기붕
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1995년도 추계학술대회 논문집 학회본부
    • /
    • pp.6-8
    • /
    • 1995
  • This paper describes the characteristic- analysis and tile optimum design of the single-phase permanent-split condenser motor. The equivalent circuit is constructed by the symmetrical coordinate method and proved its validity by comparing with the experimental data. Then, the numerical optimization technique is applied to improve the efficiency of the motor.

  • PDF

음향 여기에 의한 혼합층 유동구조의 변화에 대한 연구 (The Study on Changes of Mixing Layer Caused by Acoustic Excitation)

  • 정양범
    • Journal of Advanced Marine Engineering and Technology
    • /
    • 제24권6호
    • /
    • pp.120-127
    • /
    • 2000
  • This study is concerned with evaluating the effects of acoustic excitation on the development of two stream mixing layer generated by split plate. The ratios of two velocities U1 and U2 either side of the splitter plate were such that $U_1/U_2$=1.0 (uniform flow) or $U_1/U_2$<1.0(shear flow). The mixing layers were disturbed acoustically through the edge of split plate. Quantitative data were obtained with hot-wire anemometry. Flow visualization with smoke-wire was also employed for qualitative study. the results show that the large scale structures of mixing layers are strongly affected by excitation frequency and amplitude in both uniform and shear flows. The maximum streamwise and vertical turbulent intensities of the excited flow fields are apt to be decreased as compared with those of without excitation. The flow characteristics of uniform flow are more influenced by acoustic excitation than those of shear flow.

  • PDF

Modified Split Panel Method Applied to the Analysis of Cavitating Propellers

  • Pyo, S.W.;Suh, J.C.
    • Journal of Ship and Ocean Technology
    • /
    • 제4권2호
    • /
    • pp.13-23
    • /
    • 2000
  • A low-order potential based boundary element method is applied to the prediction of the flow around the cavitating propeller in steady or in unsteady inflow. For given cavitation number, the cavity shape is determined in an iterative manner until the kinematic and the dynamic boundary conditions are both satisfied on the approximate cavity boundary. In order to improve the solution behavior near the tip region, a hyperboloidal panel geometry and a modified split panel method are applied. The method is then extended to include the analysis of time-varying cavitating flows around the propeller blades via a time-step algorithm in time domain. In the method, the steady state oscillatory solution is obtained by incremental stepping in the itme domain. Finally, the present method is validated through comparison with other numerical results and experimental data.

  • PDF

NPK의 시비수준이 호프수량에 미치는 영향에 관한 연구 (The Study on the Effects of Various N.P.K. Fertilization Levels on Hop Yield)

  • 임웅규
    • Journal of Plant Biology
    • /
    • 제19권2호
    • /
    • pp.37-40
    • /
    • 1976
  • The experiment designed to obtain information relative to the favourable levels to apply N.P.K fertilizer was conducted at the hop garden of College of Agriculture, S.N.U. in 1975. The varieties used were 1-year-old Cascade, Hallertau and Shinshuwase. The design of the experiment was a split plot design with 3 replications. Yields were recorded as fresh weight of harvested cones in gram per split plot. The results obtained from the experiment were as follows: 1. The results from analysis of the data for 3 varieties indicated that significant increase in yield were found due to the application of 46g N, 20g P2O5 and 60kg K2O per plant, although higher level thn the above caused a remarkable reduction of yield. 2. The individual fresh weight of harvested cones was significantly increased with application of nitrogen, phosphorus and potash, regardless of fertilizer levels. 3. Analysis of variance for yields showed that there were no significant interaction between fertilizer level and variety, i.e., all varieties used might require the same fertilizer level.

  • PDF

Calcium and CN bimodality of RGB stars in Globular clusters with Multiple Populations

  • 임동욱;노동구;한상일;이영욱
    • 천문학회보
    • /
    • 제37권2호
    • /
    • pp.144.1-144.1
    • /
    • 2012
  • A number of recent observations have established that many globular clusters have double or multiple stellar populations. In particular, recent Calcium and Stromgren b & photometry shows a split in the RGB of some of these globular clusters, including M22, NGC 1851, and NGC 288. However, the origin of this split in the RGB is still controversial. In order to confirm the real difference in Calcium abundance between the two RGBs, we have performed low resolution spectroscopy for RGB stars in these globular clusters. The spectral data were obtained from WFCCD/duPont 2.5m telescope in Las Campanas Observatory. We found a significant bimodality of both Calcium and CN abundances in M22 and NGC 1851. NGC 288, however, shows a clear bimodality only in CN abundance.

  • PDF

벌점화 분위수 회귀나무모형에 대한 연구 (Penalized quantile regression tree)

  • 김재오;조형준;방성완
    • 응용통계연구
    • /
    • 제29권7호
    • /
    • pp.1361-1371
    • /
    • 2016
  • 분위수 회귀모형은 설명변수가 반응변수의 조건부 분위수 함수에 어떻게 관계되는지 탐색함으로서 많은 유용한 정보를 제공한다. 그러나 설명변수와 반응변수가 비선형 관계를 갖는다면 선형형태를 가정하는 전통적인 분위수 회귀모형은 적합하지 않다. 또한 고차원 자료 또는 설명변수간 상관관계가 높은 자료에 대해서 변수선택의 방법이 필요하다. 이러한 이유로 본 연구에서는 벌점화 분위수 회귀나무모형을 제안하였다. 한편 제안한 방법의 분할규칙은 과도한 계산시간과 분할변수 선택편향 문제를 극복한 잔차 분석을 기반으로 하였다. 본 연구에서는 모의실험과 실증 예제를 통해 제안한 방법의 우수한 성능과 유용성을 확인하였다.

야간 보행자인식을 위한 적외선 동영상의 형상특징벡터 생성기법 (Method of Generating Shape Feature Vector Using Infrared Video for Night Pedestrian Recognition)

  • 송병탁;김태석
    • 한국멀티미디어학회논문지
    • /
    • 제21권7호
    • /
    • pp.755-763
    • /
    • 2018
  • In this paper, for recognize a night pedestrian from an infrared video, a new method differentiated from the existing feature vector is proposed and experimented. The new approach focuses on the shape feature vector of the structure and shape of the pedestrian image divided by the human body seven split ratio. The pedestrian images are divided into 7 square blocks from the still image of the preprocessing process. And to reduce the dimension, the square block is converted into a mosaic block. The scalar and direction of the shape feature vector is calculated by the brightness and position of the element in the mosaic. For practicality of infrared video system, the proposed method simplifies the data to be processed by reducing the amount of data in the preprocessing in order to continuously batch process the entire system in real time. Through the experiments, we verified the validity of the proposed shape feature vector. In comparison to the existing method, we propose a new shape feature vector generation method as the feature vector for night pedestrian recognition.

HVAC 덕트내의 3차원 난류유동에 관한 수치해석적 연구 (Numerical Analysis of Three Dimensional Turbulent Flow in a HVAC Duct)

  • 정수진;류수열;김태훈
    • 한국자동차공학회논문집
    • /
    • 제4권4호
    • /
    • pp.118-129
    • /
    • 1996
  • In this study, three dimensional flow analysis in a HVAC duct was performed computationally using various turbulence models and compared numerical predictions such as outlet flow split, surface pressure distribution along the duct to experimental data. It's well known that accuracy of computational predictions of flow heavily dependent on turbulent models and discritization method. Therefore, in this work, to assess the ability of turbulent models to predict characteristics of duct flow, three kinds of models, namely standard $k-\varepsilon$, RNG $k-\varepsilon$ and modified $k-\varepsilon$, containing parameter for the effect of streamline curvature were employed and validated one another by comparing with experimental data. In results, modified $k-\varepsilon$ turbulence model allows a successful prediction of static pressure distribution particulary at around strong curvature but little improvement flow split. In the futrue, adoption of CFD to design HVAC duct with modified $k-\varepsilon$ model will bring benefits of producing more accurate prediction, and also give designers more detail information much more than now.

  • PDF

초등학생 대상 생명존중 인식 측정도구의 타당도 및 신뢰도 검증 (Validity & Reliability Test of a Life Respect Instrument for Korean Elementary School Students)

  • 강경아;김신정;송미경;안진영
    • 한국간호교육학회지
    • /
    • 제17권1호
    • /
    • pp.120-128
    • /
    • 2011
  • Purpose: The purpose of this study was to test the validity and reliability of a life respect instrument for elementary school students. Method: The study was conducted as follows: identification of the tentative content domains, items generation, test of content validity, and data collecting with a preliminary questionnaire. Descriptive statistics, factor analysis, Cronbach's alpha, Guttman split-half, and Pearson correlation coefficients were used to analyze the data. Results: Two factors were extracted through factor analysis: 'Value about life respect', and 'Attitude about life respect.' These factors explained 58.82% of all factors. A total of 16 items belonging to 2 domains were generated. Cronbach's alpha and Guttman split-half coefficient were .82, and .84 respectively. Conclusion: The life respect instrument modified in this study will be useful for evaluating the effect of life respect education for elementary school students.