The present study was carried out at Shandaweel Research Station during the three winter seasons of 2019/20, 2020/21 and 2021/22 using two F₂ populations of Master-Hindy x Super-2 (population I) and Progress x Sweet-2 (Population II) to improve earliness, yield traits using pedigree selection for two cycles.  The genetic parameters were estimated in the F₃ and F₄ generations. The main genetic parameters studied were the phenotypic (PCV) and genotypic (GCV) coefficient of variance, response to selection, selection differential and broad sense heritability. The measurements recorded were (number of days to 50% flowering, number of branches/plant, pod length (cm), number of seeds/pod, number of pods/plant, pod felling%, fresh pods weight and fresh seeds weight (g). Results showed slight values repugnancy differences were observed between PCV and GCV in all generations, indicating the importance of the genetic effects in controlling the inheritance of the studies traits. Therefore, these traits might be more genotypically predomonant and it would be possible to achieve further improvement in them. Heritability were recorded from 88.42 to 90.81% for fresh pods weight. Increasing obtained for fresh pods weight/plant by 147.27% and 132.69% over Master (better check parent) in population I and population II, respectively, and also, for fresh seeds weight/plant by 87.79 and 85.11% in population I and population II, respectively.