New Physics Mining at the Large Hadron Collider: h+ -> tau nu

(h^\pm \to \tau^\pm \nu) signal events reconstructed by inclusive single-muon selection. Events are represented as an array of physics-motivated high-level features. Details are given in https://arxiv.org/abs/1811.10276