Path-Based Gradient Boosting for Graph-Level Prediction

Claudio Meggio, Johan Pensar, Riccardo De Bin

We propose PathBoost, a gradient tree boosting method for graph-level classification and regression that learns discriminative path-based features directly from the input graph str…