A decision tree classifier is a machine learning (ML) prediction system that generates rules such as "IF income < 28.0 AND education >= 14.0 THEN politicalParty = 2." Using a decision tree classifier ...

A decision tree classifier is a machine learning (ML) prediction system that generates rules such as "IF age < 42.0 AND height >= 71.0 THEN jobType = 3." Using a decision tree classifier from an ML ...

The system is structured around a client-server architecture designed to provide scalability, remote accessibility, and robust data security. On the client side, a lightweight graphical application ...

In supervised machine learning, researchers give the algorithm an input ‘X and an output Y, and ask it to find the functional mapping Y=F(X) between the X and Y.

Unlike many machine learning models, it’s easy to pop the hood on a decision tree and examine the choices made at each step. But easy doesn’t mean unsophisticated.