At least first nodes and second nodes of a decision tree are stored within a memory of an information handling system. The first nodes include a first parent node and first remaining nodes that descend from the first parent node. The second nodes include a second parent node and second remaining nodes that descend from the second parent node. The first nodes are grouped into a first packed node stored in first physically contiguous locations of the memory. The first nodes are sequenced in the first physically contiguous locations according to respective depth levels of the first nodes within the decision tree. The second nodes are grouped into a second packed node stored in second physically contiguous locations of the memory. The second nodes are sequenced in the second physically contiguous locations according to respective depth levels of the second nodes within the decision tree.