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Figure 3 | BMC Bioinformatics

Figure 3

From: ETHNOPRED: a novel machine learning method for accurate continental and sub-continental ancestry identification and population stratification correction

Figure 3

A comparison of 10-fold cross validation accuracy of individual decision trees and ensembles of disjoint decision trees of variable size in continental population classification problem using HapMap phase II datasets. An ensemble of 3 disjoint decision trees involving 10 SNPs has a 10-fold cross validation accuracy of 100% which is significantly better than the baseline accuracy of 33.3%.

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BMC Bioinformatics

ISSN: 1471-2105

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