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4 articles related to "Tree Based Methods"

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Articles

Original Research

Published on 16 Dec 2020

Systematic Comparisons for Composition Profiles, Taxonomic Levels, and Machine Learning Methods for Microbiome-Based Disease Prediction

in Molecular Recognition

Kuncheng Song
Fred A. Wright
Yi-Hui Zhou

Frontiers in Molecular Biosciences

doi 10.3389/fmolb.2020.610845

6,221 views
13 citations

Original Research

Published on 04 Mar 2025

Comparing machine learning classifier models in discriminating cognitively unimpaired older adults from three clinical cohorts in the Alzheimer’s disease spectrum: demonstration analyses in the COMPASS-ND study

in Alzheimer's Disease and Related Dementias

Harrison Fah
Linzy Bohn
Russell Greiner
Roger A. Dixon

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2025.1542514

3,315 views
1 citation

Original Research

Published on 26 Sep 2025

Explainable machine learning model for predicting the outcome of acute ischemic stroke after intravenous thrombolysis

in Stroke

Fanhai Bu
Runlu Cai
Wei Zhang
Xiaohong Tang
Guiyun Cui
Xinxin Yang

Frontiers in Neurology

doi 10.3389/fneur.2025.1668816

3,656 views
1 citation

Original Research

Published on 22 Feb 2021

Feature Selection Stability and Accuracy of Prediction Models for Genomic Prediction of Residual Feed Intake in Pigs Using Machine Learning

in Livestock Genomics

Miriam Piles
Rob Bergsma
Daniel Gianola
Hélène Gilbert
Llibertat Tusell

Frontiers in Genetics

doi 10.3389/fgene.2021.611506

12,067 views
59 citations