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.