Pohon169 presents itself as a groundbreaking framework in the realm of tree-based artificial cognition. This novel structure leverages the capabilities of decision trees to achieve significant results across a diverse range of applications. Pohon169's {uniquestrategy to tree construction and training enables it to effectively learn complex patterns