A step of cleaning data in data mining for analysis purposes
Data preprocessing is a data mining technique that involves transforming raw data into format which is handy for further analysis. Some issues which often arise are inconsistencies and missing values.
Data preprocessing is used database-driven applications such as customer relationship management and rule-based applications. Data preprocessing is particularly important when you implement an Artificial Neural Network.