This code is meant to foster an in-depth understanding of the Decision Tree Algorithm used in Machine Learning ... The latter part of the code is the implementation of GINI Index in order to choose ...

There are several tools and code libraries that you can use to perform binary classification using a decision tree. The scikit-learn library (also called scikit or sklearn) is based on the Python ...

In conclusion, among Logistic Regression, Decision Tree, Random Forest, AdaBoost, and Support Vector Machine (SVM), the last one has the highest test score of 0.949. This research utilizes relatively ...