Published on 01 January 2019
Additional file 12 of Probabilistic ancestry maps: a method to assess and visualize population substructures in genetics
View DatasetHĂŠlĂŠna Gaspar;Gerome Breen
Description
5-fold cross-validated recall for twenty 1000 Genomes Project populations (19 classes) using SVM, PCA or GTM. Recall of optimized models for the following algorithms: SVM 10 PCs = support vector machine classification model using 10 principal components, PCA 8-NN = k-nearest neighbours model based on 2D PCA map (k = 8), GTM 3 or 10 PCs = bayesian classification model based on generative topographic mapping using 3 or 10 principal components. File name: recall_crossvalidation_19classes.html. (HTML 8 kb)
Citations (1)
Cited on 07 March 2019
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Publication Details
Subfield
Genetics
Field
Biochemistry, Genetics and Molecular Biology
Domain
Life Sciences
Confidence Score
78%
Source
Open Alex
Keywords
GeneticsFOS: Biological sciencesEcology69999 Biological Sciences not elsewhere classified80699 Information Systems not elsewhere classifiedFOS: Computer and information sciences19999 Mathematical Sciences not elsewhere classifiedFOS: MathematicsMarine BiologyCancerPlant BiologyComputational Biology