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Fig. 12 | BMC Bioinformatics

Fig. 12

From: Robust identification of molecular phenotypes using semi-supervised learning

Fig. 12

t-SNE plots for the initial training class labels and the classifications at each refinement iteration. Results are shown for the 1000 instance validation set (α = 1, NA = NB = 60) for the IRA using development set realization 1 for a) initial training class labels, b) classifier-derived phenotypes using initial training class labels (refinement iteration 1), c) classifier-derived phenotypes using training class labels from refinement iteration 1 (“refinement iteration 2”), d) classifier-derived phenotypes at convergence at refinement iteration 3. x and y axes show arbitrary scales of the two t-SNE components

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