Abstract: Objectives: This paper proposes a novel stability metric for decision trees that does not rely on the elusive notion of tree similarity. Existing stability metrics have been constructed in a ...

In recent years, Austin City Hall has asked voters to approve a steady stream of bond packages to fund large-scale infrastructure and community investments. But, this year Mayor Kirk Watson is urging ...

AUSTIN (KXAN) — Thursday, Austin Mayor Kirk Watson released a draft “decision tree” the city could use to determine whether it moves forward with a 2026 bond package it’s been working on for more than ...

There is indeed a vast literature on the design and analysis of decision tree algorithms that aim at optimizing these parameters. This paper contributes to this important line of research: we propose ...

Abstract: Decision trees, as a structured representation of medical knowledge, are critical resources for building clinical decision support systems. Their structured decision pathways can be used for ...

Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...

Researchers revised the Psoriasis Decision Tree, incorporating recent treatment advances that can improve outcomes for patients with comorbidities. Shivkar Amara, MD, and colleagues revisited the ...

Junior faculty are often told to protect their time, but nobody provides instructions for how to do so. As an assistant professor at a public university, I have struggled to balance my course load, my ...

Collective decision-making is hardly a perfect science. Broken processes, data overload, information asymmetry, and other inequities only compound the challenges that come from large, disparate ...