Article citations More>> Oosterlee, C.W. and Grzelak, L.A. (2020) Mathematical Modeling and Computation in Finance with Exercises and Python and MATLAB Computer Codes. World Scientific Publishing ...

Decision trees also struggle with handling correlated variables, which are common in finance. For example, things like interest rates, inflation, and stock prices often influence each other.

This is where GINI Index can be used to create better partitions. However, I am only doing concept implementation here, so I have decided to keep the two parts (main Decision Tree part and GINI Index ...

With the increasing popularity of Internet of Things (IoT) devices, there is a growing need for energy-efficient machine learning (ML) models that can run on constrained edge nodes. Decision tree ...

As a utility function, dtreeviz provides dtreeviz.decision_boundaries() that illustrates one and two-dimensional feature space for classifiers, including colors that represent probabilities, decision ...

The Data Science Lab Multi-Class Classification Using a scikit Decision Tree Decision trees are useful for relatively small datasets that have a relatively simple underlying structure, and when the ...