Text Classification with Labelled and Unlabelled Data

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 Introduction

  • PROJECT AIM

The main aims of the project can be described as follows:

  • compare two different clustering algorithms (Snob and Single-Pass) and how features derived from their clusters improve/degrade the performance of Support Vector Machines (SVMs)

  • Investigate whether the success of this method depends on the different characteristics of the data sets (size, feature type, number of features etc.)

  • Try to determine other factors that have an affect on the performance of this particular method