Effectiveness of Simple Data Imputation for Missing Feature Values in Binary Classification

被引：0
|
作者：
Chatterjee, A. [1 ]
Woodruff, H. [2 ]
Lobbes, M. [2 ]
van Wijk, Y. [2 ]
Beuque, M. [2 ]
Seuntjens, J. [1 ]
Lambin, P. [2 ]
机构：
[1] McGill Univ, Montreal, PQ, Canada
[2] Maastricht Univ, Med Ctr, Maastricht, Netherlands
来源：
MEDICAL PHYSICS | 2020年 / 47卷 / 06期
关键词：
D O I：
暂无
中图分类号：
R8 [特种医学]; R445 [影像诊断学];
学科分类号：
1002 ; 100207 ; 1009 ;
摘要：
PO-GeP-M-1
引用
收藏
页码：E609 / E609
页数：1
相关论文
共 50 条
  • [41] Imputation of missing values in DNA microarray gene expression data
    Kim, H
    Golub, GH
    Park, H
    [J]. 2004 IEEE COMPUTATIONAL SYSTEMS BIOINFORMATICS CONFERENCE, PROCEEDINGS, 2004, : 572 - 573
  • [42] Imputation of Missing Values in the Fundamental Data: Using MICE Framework
    Meghanadh, Balasubramaniam
    Aravalath, Lagesh
    Joshi, Bhupesh
    Sathiamoorthy, Raghunathan
    Kumar, Manish
    [J]. JOURNAL OF QUANTITATIVE ECONOMICS, 2019, 17 (03) : 459 - 475
  • [43] Imputation of missing values for electronic health record laboratory data
    Li, Jiang
    Yan, Xiaowei S.
    Chaudhary, Durgesh
    Avula, Venkatesh
    Mudiganti, Satish
    Husby, Hannah
    Shahjouei, Shima
    Afshar, Ardavan
    Stewart, Walter F.
    Yeasin, Mohammed
    Zand, Ramin
    Abedi, Vida
    [J]. NPJ DIGITAL MEDICINE, 2021, 4 (01)
  • [44] Missing values imputation in ocean buoy time series data
    [J]. Balachandran, Balakumar (balab@umd.edu), 2025, 318
  • [45] Missing Data Imputation based on Unsupervised Simple Competitive Learning
    Lee, Byoung Jik
    [J]. PROCEEDINGS OF THE 9TH WSEAS INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, KNOWLEDGE ENGINEERING AND DATA BASES, 2010, : 292 - +
  • [46] FCMPSO: An Imputation for Missing Data Features in Heart Disease Classification
    Salleh, Mohd Najib Mohd
    Samat, Nurul Ashikin
    [J]. INTERNATIONAL RESEARCH AND INNOVATION SUMMIT (IRIS2017), 2017, 226
  • [47] IMPUTATION OF MISSING DATA
    Lunt, M.
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2014, 73 : 49 - 49
  • [48] Imputation Strategies for Clustering Mixed-Type Data with Missing Values
    Rabea Aschenbruck
    Gero Szepannek
    Adalbert F. X. Wilhelm
    [J]. Journal of Classification, 2023, 40 : 2 - 24
  • [49] A Comparison of Various Imputation Methods for Missing Values in Air Quality Data
    Zainuri, Nuryazmin Ahmat
    Jemain, Abdul Aziz
    Muda, Nora
    [J]. SAINS MALAYSIANA, 2015, 44 (03): : 449 - 456
  • [50] Single imputation method of missing values in environmental pollution data sets
    Plaia, A.
    Bondi, A. L.
    [J]. ATMOSPHERIC ENVIRONMENT, 2006, 40 (38) : 7316 - 7330
12345