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[Transcriptomics and the "Curse of Dimensionality": Monte Carlo Simulations of ML-Models as a Tool for Analyzing Multidimensional Data in Tasks of Searching Markers of Biological Processes]

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High-throughput transcriptomic research methods provide the assessment of a vast number of factors valuable for researchers. At the same time, "curse of dimensionality" issues arise, which lead to increasing the requirements on data processing and analysis m... ...