<p>The number of the clusters (<i>N<sub>c</sub></i>) versus the classification accuracy obtained by ELM with the genes selected by the KMeans-GCSI-MBPSO-ELM method on the six data.</p
(a) The 32cluster of K-means in the 7-dimensional space from SC-MDS method. 51.8% of genes in this c...
<p>Comparison of genetic variability among STRUCTURE-defined genetic clusters.</p
<p>The clustering results of CLUSTOM, NW-DOTUR-AL, ESPRIT-Tree, NAST-mothur-AL and NW-mothur-AL were...
<p>The 5-fold CV classification accuracies of the ELM classifier based on four PSO-based gene select...
<p>Comparison of prediction accuracy on four multiclass classification datasets by varying the numbe...
Abstract: Clustering algorithms are used to classify different objects and their behavior and proper...
<p>The clustering and gene selection results for the four set-ups with , in terms of the average fre...
<p>The classification accuracies with different gene subsets by ELM on the six data.</p
<p>Comparison of prediction accuracy on four binary classification datasets by varying the number of...
A number of clustering algorithms are available to depict population genetic structure (PGS) with ge...
<p>Percentage of species-specific clusters using different tree-based methods (NJ, MP, and ML) with ...
(A) The clustering runtime vs. the number of cells in the simulated datasets for all four methods. (...
In the rapidly evolving field of genomics, many clustering and classification methods have been deve...
(a) The 20cluster of K-means in the 7-dimensional space from the SC-MDS method. 45.5% of the genes i...
(a) The 54cluster of K-means in the 7-dimensional space from the SC-MDS method. 45.8% of genes in th...
(a) The 32cluster of K-means in the 7-dimensional space from SC-MDS method. 51.8% of genes in this c...
<p>Comparison of genetic variability among STRUCTURE-defined genetic clusters.</p
<p>The clustering results of CLUSTOM, NW-DOTUR-AL, ESPRIT-Tree, NAST-mothur-AL and NW-mothur-AL were...
<p>The 5-fold CV classification accuracies of the ELM classifier based on four PSO-based gene select...
<p>Comparison of prediction accuracy on four multiclass classification datasets by varying the numbe...
Abstract: Clustering algorithms are used to classify different objects and their behavior and proper...
<p>The clustering and gene selection results for the four set-ups with , in terms of the average fre...
<p>The classification accuracies with different gene subsets by ELM on the six data.</p
<p>Comparison of prediction accuracy on four binary classification datasets by varying the number of...
A number of clustering algorithms are available to depict population genetic structure (PGS) with ge...
<p>Percentage of species-specific clusters using different tree-based methods (NJ, MP, and ML) with ...
(A) The clustering runtime vs. the number of cells in the simulated datasets for all four methods. (...
In the rapidly evolving field of genomics, many clustering and classification methods have been deve...
(a) The 20cluster of K-means in the 7-dimensional space from the SC-MDS method. 45.5% of the genes i...
(a) The 54cluster of K-means in the 7-dimensional space from the SC-MDS method. 45.8% of genes in th...
(a) The 32cluster of K-means in the 7-dimensional space from SC-MDS method. 51.8% of genes in this c...
<p>Comparison of genetic variability among STRUCTURE-defined genetic clusters.</p
<p>The clustering results of CLUSTOM, NW-DOTUR-AL, ESPRIT-Tree, NAST-mothur-AL and NW-mothur-AL were...