Issues of Data Mining - Essay Example

Chapter two describes the research methodology and data mining steps. This chapter also describes the achieved work before the test’s commencement and the project’s evaluation.

Chapter Three – Techniques of Data Mining:

Chapter three explains numerous techniques of data mining and gives examples of the ways in which they can be used.

Chapter Four – Issues of Data Mining:

Chapter four discusses various issues in the preparation of the data for mining thus providing solutions with which they can be overcome.

Chapter Six – Design & Implementation:

Chapter six discusses the ways of collection of the medical data and of performance of the pre-processing steps upon them so that they can be prepared for the WEKA mining package and the various techniques of Data Mining that can be applied. In addition, it discusses ways to handle the missing values.

Chapter Seven – Testing:

This chapter explains the testing strategy employed on the mining methods’ results. It includes the classifiers’ accuracy and the contingency tables’ testing. In addition to that, this chapter includes histograms of the attributes of the data with respect to the attribute of the Diabetic class.