Tile-Based Random Forest Analysis for Analyte Discovery in Balanced and Unbalanced GC × GC-TOFMS Data Sets
Author:
Affiliation:
1. Organic and Biological Analytical Chemistry Group, Molecular Systems Research Unit, University of Liège, 4000 Liège, Belgium
2. Department of Chemistry, University of Washington, Seattle, Washington 98195-1700, United States
Funder
Universit? de Li?ge
Fonds Wetenschappelijk Onderzoek
Fonds L?on Fredericq
Fonds De La Recherche Scientifique - FNRS
Publisher
American Chemical Society (ACS)
Subject
Analytical Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.analchem.3c01872
Reference44 articles.
1. Recent Advances in GC×GC and Chemometrics to Address Emerging Challenges in Nontargeted Analysis
2. Revisiting the Fundamentals of Untargeted Data Analysis with Comprehensive Two-Dimensional Gas Chromatography (GC×GC): With Great Peak Capacity, There Must Also Come Great Responsibility
3. Advanced chemometric and data handling tools for GC×GC-TOF-MS
4. Principal component analysis
5. PLS-regression: a basic tool of chemometrics
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