Frontiers

Advancing Standardized Cattle Behavior Classification with a Random Forest Model Evaluated Across Diverse Datasets

1 Cornell University Sibley School of Mechanical and Aerospace Engineering, Ithaca, United States 2 Cornell University College of Agriculture and Life Sciences, Ithaca, United States The final, ...
Frontiers

Metaheuristic-based gallstone classification using rotational forest explained with SHAP

1 Electronics and Communication Engineering Discipline, Khulna University, Khulna, Bangladesh 2 Centre for Wireless Technology, CoE for Intelligent Network, Faculty of Artificial Intelligence and ...
IEEE

Utilizing Random Forests for High-Accuracy Classification in Medical Diagnostics

Abstract: In recent years, medical diagnostics has increasingly relied on machine learning techniques to improve accuracy and efficiency. Among these, the Random Forest algorithm has emerged as a ...
Hosted on MSN

How much money can we find in a random dryer? Opening up a rattling dryer to see!

I buy used appliances for my store all the time. Once in awhile, we'll hear a lot of rattling around. This time, the person I bought the dryer from said they thought there was a significant amount in ...
BMJ Open

Generating actionable insights to support point-of-care suicide risk decision-making in a safety-net healthcare system: a machine learning approach to predicting dynamic risk ...

Background Suicide rates have increased over the last couple of decades globally, particularly in the United States and among populations with lower economic status who present at safety-net ...
IEEE

A Web-Based SMOTE-Random Forest Model for Diabetes Classification on Imbalanced Data

Abstract: Diabetes is one of the leading causes of death globally, including in Indonesia, with many cases remaining undiagnosed due to overlapping symptoms. Traditional classification models often ...