This is the repository for examining the SwissMetro data set: http://biogeme.epfl.ch/examples_swissmetro.html with a machine learning approach.
Description of the data: biogeme.epfl.ch/swissmetro.pdf
Biogeme MultiNomial Logit modeling: http://www.strc.ch/conferences/2001/bierlaire1.pdf
Restricted Boltzmann Machine modeling: http://papers.nips.cc/paper/5280-restricted-boltzmann-machines-modeling-human-choice.pdf