Investigating the factors of infertility with female cause of ART baruchs using decision tree algorithm and regression

Undoubtedly, one of the signs of life is reproduction, and having a child is the inalienable and natural right of every couple. However, Infertility is taken as one of the important challenge for couples which should be addressed. Therefore, investigating the causes of infertility has always been considered by scientific communities. In this study, the factors of female infertility were investigated using in decision tree and regression methods. The results showed that the precision in the decision tree and regression methods were ۸۳% and ۸۶%, respectively. Also, the accuracy of the presented methods for predicting the causes of infertility were ۹۰% and ۸۸% in the decision tree and regression based methods, respectively

Keywords:

Infertility , Decision tree , logistic regression , female factor.