StatPatternRecognition and Machine Learning in HEP

Lectures

• BaBar Analysis School, February 2008: see Tue and Wed morning lectures
• SLAC Users Organization Statistics Lectures, August-September 2006

Papers

• StatPatternRecognition: A C++ Package for Statistical Analysis of High Energy Physics Data
• Optimization of Signal Significance by Bagging Decision Trees
• StatPatternRecognition paper for Proceedings of CHEP 2006

Talks

• Analysis of variable importance with StatPatternRecognition (Caltech workshop on multivariate analysis, February 2008)
• Status of SPR (CACR seminar, March 2007)
• SPR update (BaBar Collaboration Meeting, February 2007)
• StatPatternRecognition: User Guide (Workshop at the BaBar Collaboration Meeting, December 2005)
• Review of multivariate classification methods, HEP Seminar at Caltech, October 2005
• Talk at Phystat 2005
• Poster at Phystat 2005
• Talk at the Workshop on Statistical Software Repositories, Fermilab, August 2005

StatPatternRecognition is distributed under GPL from Sourceforge. Click here.