The remainder of this thesis consists of five chapters. In the next chapter, related works in this area and other approaches to the evaluation of page quality are briefly presented. The image features used to determine page quality and the design of the classifier are described in Chapter 3. Chapter 4 introduces the test dataset and describes the results obtained along with an analysis. Ideas for future work and conclusions are presented in Chapter 5 and 6, respectively.