feature_extract.R - To extract features from protein sequences.
pearson's_corr.R - To perform Pearson correlation analysis.
t-test.R - To perform t-test analysis.
mdg.R - To perform MDG analysis.
ml_svm.R - To implement Support Vector Machine.
ml_rf.R - To implement Random Forest model.
rfe_svm.R - To perform recursive feature elimination using Support Vector Machine.
rfe_rf.R - To perform recursive feature elimination using Random Forest model.
positiveBac.faa and negativeBac.faa - Bacteriocin (positive) and non-bacteriocin (negative) FASTA sequences.
corr_matrx_all.xlsx - Correlation matrix obtained from Pearson correlation coefficient analysis.
ttest_anlys.xlsx - t-test results for the selected features obtained from the correlation analysis.