Our goal in this course is to learn the principles of programming for business analytics using the Python and R programming languages ... Inductive learning, including decision-tree and neural-network ...

Linear Trees combine the learning ability of Decision Tree with the predictive and explicative ... The module depends on NumPy, SciPy and Scikit-Learn (>=0.24.2). Python 3.6 or above is supported.

To address this issue, we proposed piece-wise non-linear regression tree (PS-Tree), an automated piece-wise non-linear regression method based on decision tree and genetic programming techniques.

Abstract: The Multi-data-type Interval Decision Diagram (MIDD) approach can neither express and deal with the critical mark of an attribute correctly, nor present the obligation and advices ...