Biostatistics course papers
- Classification data needs to download the hg19 human reference genome (https://hgdownload.cse.ucsc.edu/), and use Bedtools to extract specific sequences based on the chromosome number and location provided by the file in the data/Regression folder, and perform according to the needs Amplify.\
- Use python script to extract kmer feature from the original data and add tags.\
- Run a specific algorithm script, in which LASSO, Linear Regression and Ridge algorithms will output a specific file, and the Load_model.R script can be used to process the output file.\
- Use the python program to analyze the results and calculate various evaluation indicators.\