An exploratory 100-patient study found that a leakage-free Random Forest poorly classified post-treatment NGAL decline and ...

A latent class framework identified six treatment-pattern groups among women with breast cancer and classified held-out patients with 99.68% agreement against a Random Forest.

Random forest regression is a tree-based machine learning technique to predict a single numeric value. A random forest is a collection (ensemble) of simple regression decision trees that are trained ...