COMPARISON OF ANN METHOD AND LOGISTIC REGRESSION METHOD ON SINGLE NUCLEOTIDE POLYMORPHISM GENETIC DATA

A Setiawan, RWN Wijaya - BAREKENG: Jurnal Ilmu Matematika …, 2023 - ojs3.unpatti.ac.id
This study aims to determine the goodness of classification using the ANN method on
Asthma genetic data in the R program package, namely SNPassoc. SNP genetic data was …

Predictions of indigenous chicken phenotypes from genotypes: Comparison between machine learning and conventional linear models

C Sumukwo, TK Muasya, K Ngeno - 2019 - researchsquare.com
Genomic selection is a new breeding strategy which is rapidly becoming the method of
choice of selection. It is useful in predicting the phenotypes of quantitative traits based on …

APPLICATION OF ARTIFICIAL NEURAL NETWORK TO EVALUATE EXTEND OF NON LINEARITY AMONG EXPLANATORY VARIABLES WITHIN AND BETWEEN …

TK Muasya, K Ngeno - 2022 - repository.chuka.ac.ke
Artificial neural networks (ANN) have been described as one of the models used for marker-
based genomic predictions of complex traits in the field of animal breeding. It accommodates …