Validation of One-Class Classification in Pension Purchase Prediction

Authors

Eoin Kilbride, Technological University Dublin

Document Type

Theses, Masters

Rights

This item is available under a Creative Commons License for non-commercial use only

Disciplines

1.2 COMPUTER AND INFORMATION SCIENCE

Publication Details

A dissertation submitted in partial fulfillment of the requirements of Technological University Dublin for the degree of M.Sc. in Computing (Data Analytics)

Abstract

Classification of customers through machine learning techniques is a common objective in business. While standard Two-Class classification (TCC) techniques are widely employed with great effect where both classes are relatively well represented, the issue of data imbalance in training can result in the creation of ineffective models.

Recommended Citation

Kilbride, E. (2019) Validation of One-Class Classification in Pension Purchase Prediction, Masters Thesis, Technological University Dublin.