Results 11 to 20 of about 2,150,687 (292)
Genomic prediction and quantitative trait locus discovery in a cassava training population constructed from multiple breeding stages [PDF]
, 2020 Open Access Article; Published online: 11 Dec 2019Assembly of a training population (TP) is an important component of effective genomic selection‐based breeding programs.
Egesi, C. +11 more
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Zhongguo dizhi zaihai yu fangzhi xuebao, 2023 Landslide susceptibility assessment forms the foundation for precise evaluation of landslide risk. To enhance the accuracy and robustness of landslide susceptibility mapping, a state-of-art machine learning algorithm named the extreme gradient boosting ...
Hongyang WU +4 more
doaj +1 more source
Fitting Prediction Rule Ensembles with R Package pre [PDF]
, 2020 Prediction rule ensembles (PREs) are sparse collections of rules, offering highly interpretable regression and classification models. This paper presents the R package pre, which derives PREs through the methodology of Friedman and Popescu (2008).
Fokkema, Marjolein
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Metals, 2023 This paper aims to improve planar shape prediction accuracy in the rolling process of medium and thick plates. We present a model based on the strip method that addresses limitations in predicting planar shape variations at the head and tail ends of ...
Shiyu Yang, Hongmin Liu, Dongcheng Wang
doaj +1 more source
Conotoxin Prediction: New Features to Increase Prediction Accuracy
Toxins, 2023 Conotoxins are toxic, disulfide-bond-rich peptides from cone snail venom that target a wide range of receptors and ion channels with multiple pathophysiological effects. Conotoxins have extraordinary potential for medical therapeutics that include cancer, microbial infections, epilepsy, autoimmune diseases, neurological conditions, and cardiovascular ...
Lyman K. Monroe +8 more
openaire +3 more sources
Pitfalls and Remedies for Cross Validation with Multi-trait Genomic Prediction Methods. [PDF]
, 2019 Incorporating measurements on correlated traits into genomic prediction models can increase prediction accuracy and selection gain. However, multi-trait genomic prediction models are complex and prone to overfitting which may result in a loss of ...
Cheng, Hao, Runcie, Daniel
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Prediction of HLA class II alleles using SNPs in an African population [PDF]
, 2012 BACKGROUND: Despite the importance of the human leukocyte antigen (HLA) gene locus in research and clinical practice, direct HLA typing is laborious and expensive.
Adeyemo, Adebowale +7 more
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Forecasting residue–residue contact prediction accuracy [PDF]
Bioinformatics, 2017 Abstract Motivation Apart from meta-predictors, most of today's methods for residue–residue contact prediction are based entirely on Direct Coupling Analysis (DCA) of correlated mutations in multiple sequence alignments (MSAs).
Wozniak, P.P. +5 more
openaire +3 more sources
Frontiers in Genetics, 2021 A haplotype is defined as a combination of alleles at adjacent loci belonging to the same chromosome that can be transmitted as a unit. In this study, we used both the Illumina BovineHD chip (HD chip) and imputed whole-genome sequence (WGS) data to ...
Hongwei Li +17 more
doaj +1 more source
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC [PDF]
, 2015 Despite having various attractive qualities such as high prediction accuracy and the ability to quantify uncertainty and avoid over-fitting, Bayesian Matrix Factorization has not been widely adopted because of the prohibitive cost of inference.
Adams R. +20 more
core +2 more sources