Abstract: The data mining techniques are a more popular in many field of medical, business, railway, science...etc; these are most commonly used for medical diagnosis and disease prediction. In this paper I am modifying the existing method of mining from the large dataset. By this method we will retrieve the similar objects each of which includes an image sequences having the similar properties or behaviours. The data mining is used for retrieving the relevant information in medical and health areas of the most important factors in medical societies. The current paper is to provide an analysis of data mining techniques to be used in Parkinsonís disease.

Keywords: Parkinson disease, data mining, MCC, ROC.