An intelligent search for feature interactions using Restricted Boltzmann Machines

Klarna uses a logistic regression to estimate the probability that an e-store customer will default on its given credit. The logistic regression is a linear statistical model which cannot detect non-linearities in the data. The aim of this project has been to develop a program which can be used to f...

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Bibliographic Details
Main Authors: Bertholds, Alexander, Larsson, Emil
Format: Others
Language:English
Published: Uppsala universitet, Institutionen för informationsteknologi 2013
Subjects:
RBM
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-202208