A quantitative structure-retention relationship (QSRR) model with chemical reaction optimization algorithm (CROA) for predicting retention indices (RI) of 169 constituents of essential oils is proposed.In this, the CROA is utilized to select the most informative descriptors with high prediction.The proposed model was internal and external validated based onand the applicability domain (AD).The val...