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Fig. 7 | BMC Genomics

Fig. 7

From: TransGeneSelector: using a transformer approach to mine key genes from small transcriptomic datasets in plant responses to various environments

Fig. 7

Comparative expression patterns of heat stress-related genes selected by TransGeneSelector and random forest. This heatmap illustrates the expression levels of heat stress-related genes selected by TransGeneSelector and Random Forest with varying numbers of genes. The color intensity represents the expression level, with darker shades indicating higher expression. TransGeneSelector’s selection is based on descending Shapley values, whereas Random Forest’ selection relies on different settings for the ‘n_features_to_select’ parameter. Unoptimized means TransGeneSelector was trained without the implementation of ‘early stop’ optimization

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BMC Genomics

ISSN: 1471-2164

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