Influence of One-Way ANOVA and Kruskal–Wallis Based Feature Ranking on the Performance of ML Classifiers for Bearing Fault Diagnosis

被引:0
|
作者
Mohd Atif Jamil
Sidra Khanam
机构
[1] Aligarh Muslim University,Department of Mechanical Engineering
关键词
Bearing fault diagnosis; Machine learning; Fault features; Feature ranking; One-way ANOVA; Kruskal–Wallis;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:3101 / 3132
页数:31
相关论文
共 16 条
  • [1] Influence of One-Way ANOVA and Kruskal-Wallis Based Feature Ranking on the Performance of ML Classifiers for Bearing Fault Diagnosis
    Jamil, Mohd Atif
    Khanam, Sidra
    [J]. JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES, 2024, 12 (03) : 3101 - 3132
  • [2] Alternate Forms of the One-Way ANOVA F and Kruskal-Wallis Test Statistics
    Johnson, Roger W.
    [J]. JOURNAL OF STATISTICS AND DATA SCIENCE EDUCATION, 2022, 30 (01): : 82 - 85
  • [3] JMASM20: Exact Permutation Critical Values For The Kruskal-Wallis One-Way ANOVA
    Odiase, Justice I.
    Ogbonmwan, Sunday M.
    [J]. JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2005, 4 (02) : 609 - 620
  • [4] KRUSKAL-WALLIS ONE-WAY ANALYSIS OF VARIANCE BASED ON LINEAR PLACEMENTS
    Hong, Yicheng
    Lee, Sungchul
    [J]. BULLETIN OF THE KOREAN MATHEMATICAL SOCIETY, 2014, 51 (03) : 701 - 716
  • [5] Film Story Structure and Shot Type Analysis Using One-Way ANOVA, Kruskal-Wallis Test, and Poisson Distribution Test
    Pasaribu, Udjianna Sekteria
    Canyarasmi, Klara Ajeng
    [J]. MATHEMATICS AND COMPUTING, 2015, 139 : 251 - 264
  • [6] Euclidean distance based feature ranking and subset selection for bearing fault diagnosis
    Patel, Sachin P.
    Upadhyay, S. H.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2020, 154
  • [7] Fault diagnosis of shaft- Ball bearing system using one-way analysis of variance
    [J]. 1600, Association for Scientific Research, P.O. Box 83, Manisa, 45040, Turkey (19):
  • [8] Multi-fault Diagnosis of Rotating Machinery by Using Feature Ranking Methods and SVM-based Classifiers
    Sanchez, Rene-Vinicio
    Lucero, Pablo
    Macancela, Jean-Carlo
    Cerrada, Mariela
    Vasquez, Rafael E.
    Pacheco, Fannia
    [J]. 2017 INTERNATIONAL CONFERENCE ON SENSING, DIAGNOSTICS, PROGNOSTICS, AND CONTROL (SDPC), 2017, : 105 - 110
  • [9] DIAGNOSIS OF EARLY STAGE PARKINSON'S DISEASE ON QUANTITATIVE SUSCEPTIBILITY MAPPING USING COMPLEX NETWORK WITH ONE-WAY ANOVA F-TEST FEATURE SELECTION
    Zhuang, Han
    Liu, Xueling
    Wang, Hui
    Qin, Chunli
    Li, Yuxin
    Li, Wensheng
    Shi, Yonghong
    [J]. JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, 2021, 21 (05)
  • [10] Intelligent fault diagnosis scheme for rolling bearing based on domain adaptation in one dimensional feature matching
    Sun, Dengyun
    Meng, Zong
    Guan, Yang
    Liu, Jingbo
    Cao, Wei
    Fan, Fengjie
    [J]. APPLIED SOFT COMPUTING, 2023, 146