Data Mining represents the process of decocting a previously unknown information from data. Advancement has lead to a sudden upsurge in large number of algorithms that effectively tackle the regular and computational task of data mining. Data mining can also be considered as retrieving knowledge from large amount of data. Data mining offers great promise in helping organizations to uncover patt...

The purpose of this research is to predict the failure of devices using a data mining tool. For this purpose, at the outset, an appropriate database consists of 392 records of ongoing failures in a pharmaceutical company in 1394, in the next step, by analyzing 9 characteristics and type of failure as a database class, analyzes have been used. In this regard, three decision tree algorithms have ...

Data mining is the process of analyzing large quantities of data and summarizing it into useful information. In medical diagnoses the role of data mining approaches increasing rapidly. Particularly Classification algorithms are very helpful in classifying the data, which is important in decision making process for medical practitioners. Further to enhance the classifier accuracy various pre-pro...