Terminology Service for NFDI4Health

leave one out cross validation method

Go to external page http://purl.obolibrary.org/obo/OBI_0200033


is a data transformation : leave-one-out cross-validation (LOOCV) involves using a single observation from the original sample as the validation data, and the remaining observations as the training data. This is repeated such that each observation in the sample is used once as the validation data

Term info

Label

leave one out cross validation method

editor note

2009-11-10. Tracker: https://sourceforge.net/tracker/?func=detail&aid=2893049&group_id=177891&atid=886178

editor preferred term

leave one out cross validation method

example of usage

The authors conducted leave-one-out cross validation to estimate the strength and accuracy of the differentially expressed filtered genes. http://bioinformatics.oxfordjournals.org/cgi/content/abstract/19/3/368

has curation status

http://purl.obolibrary.org/obo/IAO_0000123

term editor

Person:Helen Parkinson

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