A hybrid machine learning model with attention mechanism and multidimensional multivariate feature coding for essential gene prediction.

As the proportion of essential genes increased, the performance metrics showed an increasing trend.

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Computation time of the ten models did not exhibit a significant trend, but computation time for each species was generally similar.

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