Decision tree

Decision tree: A model recursively partitioning feature space through rules until producing a prediction at the leaves. It is interpretable in simple cases but can overfit depth and noise. Random forests and boosting combine many trees for stronger performance. This perspective connects the definition with practical behaviour in artificial intelligence systems.