This software uses regression trees inside a Random Forest to classify matrices of data. There are two versions of the software: a Python version in the python folder. There is a C++ version which is ...

This study focuses on implementing the Classification and Regression Trees (CART) method in the classification process of blood control candidates. Given the complex series of health checks involved ...

What category of algorithms does CART belong to? As the name suggests, CART (Classification and Regression Trees) can be used for both classification and regression problems. The difference lies in ...

Figure 1: A classification decision tree is built by partitioning the predictor variable to reduce class mixing at each split. Figure 2: Regression ... The original CART used tree trimming because ...

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 ...