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<p>Classification of ring-spun yarns using cluster analysis</p><br /><br />

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Title Statement <p>Classification of ring-spun yarns using cluster analysis</p><br /><br />
 
Added Entry - Uncontrolled Name Naghashzargar, Elham ; Department of Textile Engineering, Engineering faculty, University of Bonab, Bonab 5551761167, Iran
Nekoee Zahraei, Haleh sadat ; Biostatistics Unit, Department of Public Health, University of Liège, Belgium
 
Uncontrolled Index Term Clustering validation;Model-based clustering;Ring-spun yarn;Statistical analysis
 
Summary, etc. <p class="Abstract" style="text-align: justify;"><span lang="EN-GB">The aim of this study is to classify ring-spun yarns according to their unevenness, imperfections, and hairiness parameters using cluster analysis. The mentioned features of ring-spun yarns are measured for five different ranks. Five ranks of ring-spun yarns including compact and conventional as well as combed and carded types are chosen and produced. In the modeling section, the model-based clustering method was applied as a strong method based on the distribution of each variable. In order to select the best fit and to find out the final clustering, bayesian information criterion (BIC) is applied. According to the results of modeling, five ranks of selected ring-spun yarns are classified in four clusters and the acceptable agreement is measured according to Cohen’s kappa method. The highest value for Kappa represents a high agreement to match between the clustering result and the real rank. </span></p><br /><p style="text-align: justify;"> </p>
 
Publication, Distribution, Etc. Indian Journal of Fibre & Textile Research (IJFTR)
2022-09-05 10:18:54
 
Electronic Location and Access application/pdf
http://op.niscair.res.in/index.php/IJFTR/article/view/53130
 
Data Source Entry Indian Journal of Fibre & Textile Research (IJFTR); ##issue.vol## 47, ##issue.no## 3 (2022): Indian Journal of Fibre & Textile Research
 
Language Note en
 
Nonspecific Relationship Entry http://op.niscair.res.in/index.php/IJFTR/article/download/53130/465572416
http://op.niscair.res.in/index.php/IJFTR/article/download/53130/465572417