Stock market investment has gained significant popularity due to its potential for economic returns. prompting extensive research in financial time series forecasting. Among the predictive models. various adaptations of the AdaBoostM1 algorithm have been applied to stock market prediction. https://parisnaturalfoodes.shop/product-category/calendula/