Highlights RSM is a practical approach to optimize the UAE conditions of M. speciosa leaves and provided further insights into the correlation between the independent and response variables. Developed quadratic model polynomial models are satisfactory to analyse the interaction between the independent and response variables. The optimum condition of extraction corresponded well as the residual standard error was below 5%.

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