00021-GenomicPredictionModelTraitsMaize

kaggle2025-02-18 更新2025-03-29 收录

基因组预测

玉米育种

数据链接：

https://www.kaggle.com/datasets/ag2p-disc/00021-genomicpredictionmodeltraitsmaize 数据链接链接失效反馈

官方服务：

资源简介：

Listed as part of the AG2P-DISC G2P-datasets project

该数据集为AG2P-DISC G2P数据集项目（AG2P-DISC G2P-datasets project）的组成部分

创建时间：

2025-02-06

Data_Sheet_3_Genomic Prediction of Yield Traits in Single-Cross Hybrid Rice (Oryza sativa L.).docx

基因组预测

水稻育种

Hybrid rice varieties can outyield the best inbred varieties by 15 – 30% with appropriate management. However, hybrid rice requires more inputs and management than inbred rice to realize a yield advan

NIAID Data Ecosystem90

Additional file 2 of Genomic prediction using machine learning: a comparison of the performance of regularized regression, ensemble, instance-based and deep learning methods on synthetic and empirical data

基因组预测

机器学习

Additional file 2. R codes used to fit the ML algorithms to the simulated (animal breeding) dataset. Includes six R files: one for the simple regularized methods, one for the adaptive regularized meth

DataCite Commons2024-08-18 更新80

Genomic prediction with the additive-dominant model by dimensionality reduction methods

基因组预测

降维方法

Abstract: The objective of this work was to evaluate the application of different dimensionality reduction methods in the additive-dominant model and to compare them with the genomic best linear unbia

DataCite Commons2021-03-25 更新50

Additional file 1 of Genomic prediction with epistasis models: on the marker-coding-dependent performance of the extended GBLUP and properties of the categorical epistasis model (CE)

基因组预测

上位性分析

Rdata-file with two lists. The list “Mouse_Data” contains a genotype matrix of 1298 individuals and 9265 markers as well as a matrix with records of 13 traits of the individuals. The list “Simulated_D

DataCite Commons2024-02-08 更新80

Performance on the VEST-indel test set for frameshift variations.

基因组预测

移码功能评估

Performance on the VEST-indel test set for frameshift variations.

NIAID Data Ecosystem50