Data from: The effect of close relatives on unsupervised Bayesian clustering algorithms in population genetic structure analysis

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close relatives;STRUCTURE software;family structure;subpopulation;molecular markers

DOI：

doi:10.5061/dryad.668tn571

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vation biology and evolutionary biology. Recently, unsupervised Bayesian clustering algorithms have been developed to detect a hidden population structure from genotypic data, assuming amo

Data from: Characterizing vocal repertoires - hard vs. soft classification approaches

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Acoustic analysis chacma baboon Fuzzy Sets gradedness Unsupervised Clustering Vocal Repertoire

DOI：

doi:10.5061/dryad.8bn8p

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clustering methods are not well suited to capture such gradation within call types, we applied a fuzzy clustering algorithm. We found that this algorithm provi

Clusterflock: A Flocking Algorithm for Isolating Congruent Phylogenomic Datasets"" data-category="" data-cropid="" data-dimen="" data-id="E6637ADB-B053-4E9E-B1CE-C684E3A1D16E"> Supporting data for "Clusterflock: A Flocking Algorithm for Isolating Congruent Phylogenomic Datasets"

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Software

DOI：

doi:10.5524/100247

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d for partitional seeds. In addition to their unsupervised nature, flocking offers several computational advantages including the potential to decrease the number

Data from: Species collapse via hybridization in Darwin's tree finches

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Camarhynchus parvulus;Mate choice;hybridization;Camarhynchus pauper;Ecology: behavioral

DOI：

doi:10.5061/dryad.t6j52

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with 2005/2010. An unsupervised clustering method showed (a) support for three morphological clusters in the historical tree finch sample (1852–1906), which

Data from: Complexity of possibly gapped histogram and analysis of histogram

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Unsupervised Machine Learning;Macrostate;Data Mechanics;statistical mechanics;Hierarchical Clustering Algorithm

DOI：

doi:10.5061/dryad.bs632

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the minimum energy macroscopic states is surprisingly resolved by applying the hierarchical clustering algorithm. Thus, a possibly gapped histogram corresponds

Data from: Recovery of native genetic background in admixed Populations Using haplotypes, phenotypes, and pedigree information – using Cika cattle

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Genetic Diversity conservation of genetic resources Domestic animals cattle SNP

DOI：

doi:10.5061/dryad.70sn9

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g and broad phylogenetic connection between Cika and Pinzgauer. Unsupervised clustering performed by the admixture analysis and two-dimensional prese

Data from: Integrative species delimitation reveals cryptic diversity in the southern Appalachian Antrodiaetus unicolor (Araneae: Antrodiaetidae

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DOI：

doi:10.25338/B8Z61M

摘要：

tic clustering analyses that include STRUCTURE, PCA, and a recently developed unsupervised machine learning approach (Variational Autoencoder). We evaluate