Data files for Accurate detection of scutellata-hybrids (Africanized bees) using a SNP-based diagnostic assay.

This file contains code and data used in Accurate detection of scutellata-hybrids (Africanized bees) using a SNP-based diagnostic assay. The folder contains 5 files:README.md: markdown readme file outlining in detail the data files.Train_Test_Validation_Genotypes.txt: genotype data for the training, testing, and validation samples.RandomForest_FeatureSelection.ipynb: code for feature selection using a random forest model.SVC_Prediction.ipynb: code for sample classification using a SVC model.Simulations.md: r code for simulating the imputation and SNP reduction datasets.<br>

本文件包含用于通过基于SNP（Single Nucleotide Polymorphism）的诊断分析准确检测东非蜂杂交种（非洲化蜜蜂）的代码和数据。该文件夹包含5个文件：<br>README.md：详细概述各数据文件的markdown说明文件。<br>Train_Test_Validation_Genotypes.txt：训练、测试及验证样本的基因型数据。<br>RandomForest_FeatureSelection.ipynb：使用随机森林模型进行特征选择的代码。<br>SVC_Prediction.ipynb：使用SVC模型进行样本分类的代码。<br>Simulations.md：用于模拟插补和SNP简化数据集的R代码。<br>