This paper mainly deals with the design of Hidden Markov model for Reproductive outcomes. There are several controversial topics in the diagnosis and management of Pregnancy Loss (PL).This paper leads to the analysis of risk factors involved during pregnancy. Unicornuate female internal reproductive organ , a unilateral maldevelopment of Mullerian duct is the resulting of uterine malformation which is more prevalent in women with infertility .Based on this condition , the indication of the associated procreative consequences are derived from samll assorted studies that report different clinical endpoints and infrequently in the variations of unicornuate female internal reproductive organ. The embryological and clinical of unicornuate uterus are dealt effects in an algorithmic way