Some common techniques in data mining include clustering, classification, association rule mining, and regression analysis. Data mining uncovers hidden patterns and valuable insights in large ...

Classification and regression tree (CART) methods are a class of data mining techniques which constitute an alternative approach to classical regression. CART methods are frequently used in ...

Classification: If an existing structure ... according to these rules with a high degree of accuracy. Regression: Data mining can be used to construct predictive models based on many variables.

In previous studies, data mining methods on ... included variables and classification thresholds. The best performing model used ridge logistic regression and achieved a sensitivity of 100% ...