Table 6 Ranking of features for selection in predicting the h-index with the RFE method. The five most relevant features (with a ranking between 1 and 5) are highlighted in blue. It demonstrates variations in feature importance across career stages and prediction years. ’CurrentHindex’ consistently ranks as the top feature, indicating its significant influence. Additionally, the most influential features vary by career stage, highlighting the complexity of research impact factors
