Background: The identification of pre-microRNAs (precursor microRNAs) helps us to understand the regulatory mechanism of biological processes. Currently, machine learning is the most popular method for pre-microRNA identification. However, most methods mainly focus on secondary structure information of pre-microRNA, while ignoring sequence-order information and sequence evolution information.
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