Research Article

Deep Learning Approach for Discovery of In Silico Drugs for Combating COVID-19

Algorithm 1

OPLRAreg algorithm.
(1)OPLRAreg is evaluated for P = 1//linear regression
(2)//choosing implicit features
(3)Fordo//choose the best partition feature in the region
(4)  Evaluate OPLRAreg having two regions and partition feature yf
(5)  Ifthen
(6)   
(7)   
(8)  End if
(9)End for
(10)
(11)Whiledo//increase the number of regions
(12) Evaluate OPLRAreg with P regions and partition feature yf
(13)
(14)
(15)End While
(16)Return yf, Breakpoints as Bq y, and regression coefficients as