Predicting Bankruptcy Risk: A Gaussian Process Classifciation Model

This thesis develops a Gaussian processes model for bankruptcy risk classification and prediction in a Bayesian framework. Gaussian processes and linear logistic models are discriminative methods used for classification and prediction purposes. The Gaussian processes model is a much more flexible mo...

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Bibliographic Details
Main Author: Seidu, Mohammed Nazib
Format: Others
Language:English
Published: Linköpings universitet, Institutionen för datavetenskap 2015
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-119120