most citedBoosted Decision Trees as an Alternative to Artificial Neural Networks for Particle Identification

538 citations · 541 across the 2 of their papers we have counts for

collaborators
Showing physics.data-anShow all

2 papers · 1 filter

physics.data-an2006★ 3 cited

Cascade Training Technique for Particle Identification

Yong Liu, Ion Stancu

The cascade training technique which was developed during our work on the MiniBooNE particle identification has been found to be a very efficient way to improve the selection perfo…

physics.data-an2004★ 538 cited

Boosted Decision Trees as an Alternative to Artificial Neural Networks for Particle Identification

Byron P. Roe, Hai-Jun Yang, Ji Zhu +3

The efficacy of particle identification is compared using artificial neutral networks and boosted decision trees. The comparison is performed in the context of the MiniBooNE, an ex…