Consequences of sample sizes, variable selection,model validation and optimisation for predicting classification ability from analytical data

RG Brereton

doi:10.1016/j.trac.2006.10.005

Consequences of sample sizes, variable selection,model validation and optimisation for predicting classification ability from analytical data

RG Brereton

School of Chemistry

Research output: Contribution to journal › Article (Academic Journal) › peer-review

148 Citations (Scopus)

Translated title of the contribution	Consequences of sample sizes, variable selection,model validation and optimisation for predicting classification ability from analytical data
Original language	English
Pages (from-to)	1103 - 1111
Number of pages	9
Journal	Trends in Analytical Chemistry
Volume	25(11)
DOIs	https://doi.org/10.1016/j.trac.2006.10.005
Publication status	Published - Dec 2006

Bibliographical note

Publisher: Elsevier Science London

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10.1016/j.trac.2006.10.005

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Cite this

@article{7e4089ef69364d378ae7c07f93fd8355,

title = "Consequences of sample sizes, variable selection,model validation and optimisation for predicting classification ability from analytical data",

author = "RG Brereton",

note = "Publisher: Elsevier Science London",

year = "2006",

month = dec,

doi = "10.1016/j.trac.2006.10.005",

language = "English",

volume = "25(11)",

pages = "1103 -- 1111",

journal = "Trends in Analytical Chemistry",

issn = "1879-3142",

publisher = "Elsevier B.V.",

}

TY - JOUR

T1 - Consequences of sample sizes, variable selection,model validation and optimisation for predicting classification ability from analytical data

AU - Brereton, RG

N1 - Publisher: Elsevier Science London

PY - 2006/12

Y1 - 2006/12

U2 - 10.1016/j.trac.2006.10.005

DO - 10.1016/j.trac.2006.10.005

M3 - Article (Academic Journal)

SN - 1879-3142

VL - 25(11)

SP - 1103

EP - 1111

JO - Trends in Analytical Chemistry

JF - Trends in Analytical Chemistry

ER -