Myth 2: The myth of the small validation error goal—Beware of over-fitting

K.H. Esbensen; Paul Geladi; Anders Larsen

doi:10.1255/nirn.1295

Myth 2: The myth of the small validation error goal—Beware of over-fitting

K.H. Esbensen, Paul Geladi, Anders Larsen

Afdeling for Geoenergi og -lagring

Publikation: Bidrag til tidsskrift › Artikel › Forskning

Resumé

A great moment in a chemometrician’s life is to receive a virgin data set of some sort. Will there be a correlation between the raw spectra and appropriate reference values—will the model work out?

Originalsprog	Engelsk
Sider (fra-til)	18;21
Antal sider	2
Tidsskrift	NIR News
Vol/bind	23
Udgave nummer	2
DOI	https://doi.org/10.1255/nirn.1295
Status	Udgivet - mar. 2012

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Programområde 3: Energiressourcer

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10.1255/nirn.1295

Citationsformater

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abstract = "A great moment in a chemometrician{\textquoteright}s life is to receive a virgin data set of some sort. Will there be a correlation between the raw spectra and appropriate reference values—will the model work out?",

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Myth 2: The myth of the small validation error goal—Beware of over-fitting

Resumé

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