Journal cover Journal topic
Archives Animal Breeding Archiv Tierzucht
Journal topic

Journal metrics

IF value: 1.528
IF1.528
IF 5-year value: 1.723
IF 5-year
1.723
CiteScore value: 2.3
CiteScore
2.3
SNIP value: 1.093
SNIP1.093
IPP value: 1.7
IPP1.7
SJR value: 0.417
SJR0.417
Scimago H <br class='widget-line-break'>index value: 30
Scimago H
index
30
h5-index value: 18
h5-index18
Supported by
Logo Leibniz Institute for Farm Animal Biology
Download
Short summary
This study was conducted to determine inner egg quality characteristics using external egg quality characteristics and to select variables in order to obtain the simplest model using ridge, LASSO and elastic net. The goodness of fit values of the regression estimating equations for egg yolk weight were 58.34 %, 59.17 % and 59.11 % using the ridge, LASSO and elastic net methods, respectively; for egg albumen weight they were 75.60 % for ridge, 75.94 % for LASSO and 75.81 % for elastic net.
AAB | Articles | Volume 61, issue 3
Arch. Anim. Breed., 61, 279–284, 2018
https://doi.org/10.5194/aab-61-279-2018
Arch. Anim. Breed., 61, 279–284, 2018
https://doi.org/10.5194/aab-61-279-2018

Original study 16 Jul 2018

Original study | 16 Jul 2018

Prediction of internal egg quality characteristics and variable selection using regularization methods: ridge, LASSO and elastic net

Mehmet Nur Çiftsüren and Suna Akkol

Viewed

Total article views: 1,802 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
1,445 329 28 1,802 39 43
  • HTML: 1,445
  • PDF: 329
  • XML: 28
  • Total: 1,802
  • BibTeX: 39
  • EndNote: 43
Views and downloads (calculated since 16 Jul 2018)
Cumulative views and downloads (calculated since 16 Jul 2018)

Viewed (geographical distribution)

Total article views: 1,811 (including HTML, PDF, and XML) Thereof 1,785 with geography defined and 26 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Latest update: 21 Oct 2021
Download
Short summary
This study was conducted to determine inner egg quality characteristics using external egg quality characteristics and to select variables in order to obtain the simplest model using ridge, LASSO and elastic net. The goodness of fit values of the regression estimating equations for egg yolk weight were 58.34 %, 59.17 % and 59.11 % using the ridge, LASSO and elastic net methods, respectively; for egg albumen weight they were 75.60 % for ridge, 75.94 % for LASSO and 75.81 % for elastic net.
Citation