Visual Studio Magazine

Binary Classification Using a scikit Decision Tree

The Data Science Lab Binary Classification Using a scikit Decision Tree Dr. James McCaffrey of Microsoft Research says decision trees are useful for relatively small datasets and when the trained ...
JSTOR Daily

A Copulas-Based Approach to Modeling Dependence in Decision Trees

This paper presents a general framework based on copulas for modeling dependent multivariate uncertainties through the use of a decision tree. The proposed dependent decision tree model allows ...
Nature

Decision tree model has potential to improve NSGCT management

Patients diagnosed with clinical stage I (CS I) nonseminomatous germ cell tumors (NSGCT) have excellent survival. There are several therapies that contribute to this outcome and choosing among them ...
CMS Wire

AI Integration Enhances Decision Trees for Better CX

AI can improve passenger experiences. The inherent chaos of air travel can be made more seamless through the right AI integration. Utilize decision trees. As a nonparametric algorithm, decision trees ...
Visual Studio Magazine

Binary Classification Using a scikit Decision Tree

Next, the demo creates and trains a decision tree model using the DecisionTreeClassifier class from the scikit library. [Click on image for larger view.] Figure 1: Binary Classification Using a scikit ...