Introduction: Flower classification has long been a fascinating subject in the field of pattern recognition and classification methodologies. Among the earliest datasets utilized for this purpose, the Iris dataset donated on June 30, 1988, by Fisher, remains a classic and widely employed resource for evaluating various classification techniques. In this article…