Title

Validation of One-Class Classification in Pension Purchase Prediction

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 e ffect where both classes are relatively well represented, the issue of data imbalance in training can result in the creation of ine ffective models.

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