Our tactic will be able to attain a cross-validation accuracy of eighty five.forty one and 73.one% in The 2 layers, respectively. Our outcomes outperformed the condition-of-the-artwork approaches on exactly the same dataset, particularly in the 2nd layer (strength classification). All over this research, promoter regions may very well be identified