The aim of the study was to obtain a discriminant function that can be used to classify the mode of delivery of pregnant women using some variables. Data from Health Records of 184 Pregnant women who delivered at the General Hospital, Wuse were used. The data consist of Mother's Weight, Height, Age and Baby's Weight, Baby's Gender and mode of delivery (Natural birth and Caesarian Section). This indicates that the Mother's Age and Mother's weight significantly affects the discrimination between the two groups. The Discriminant function D(X), which can be used in classifying the mode of delivery of women was obtained and used. The discriminant analysis gave a correct classification rate of 64.7% and misclassification rate of 35.3%.