Data preprocessing in data mining - Garcia, Salvador; Luengo, Julian; Herrera, Francisco; SpringerLink (Online service (Cham Springer International Publishing, 2015)
Introduction -- Data Sets and Proper Statistical Analysis of Data Mining Techniques -- Data Preparation Basic Models -- Dealing with Missing Values -- Dealing with Noisy Data -- Data Reduction -- Feature Selection -- Instance Selection -- Discretization -- A Data Mining Software Package Including Data Preparation and Reduction: KEEL
Electronic reproduction.
Keywords: Electronic data processing -- Data preparation; Electronic books