Random Forest

2 items

RESEARCH↑ trendingReddit r/MachineLearning·4/15/2026

What is the criteria for a ML paper to be published?[D]

The author seeks advice on publishing an ML paper for a conference, questioning the worth of their research that forecasts a stock index with small predictive power. Despite robust methods and SHAP revealing model struggles with regime shifts, they believe the work offers valuable diagnostic insights and discussion points for future extensions.

forecasting Finance Random Forest machine learning

RESEARCHarXiv CS.LG·4/8/2026

Learning-Based Multi-Criteria Decision Making Model for Sawmill Location Problems

Este estudo propõe um framework de Tomada de Decisão Multicritério Baseado em Aprendizado (LB-MCDM) que integra machine learning com análise espacial GIS para otimizar a localização de serrarias. Demonstrado através de um caso de estudo no Mississippi, o modelo aplica cinco algoritmos de ML para identificar locais adequados, destacando o Random Forest Classifier como o de melhor desempenho e utilizando SHAP para determinar a importância dos critérios.

sawmill location Random Forest machine learning GIS