Identify DNA-Binding Proteins Through the Extreme Gradient Boosting Algorithm.

ABSTRACT: The exploration of DNA-binding proteins (DBPs) is an important aspect of studying biological life activities. Research on life activities requires the support of scientific research results on DBPs. The decline in many life activities is closely related to DBPs. Generally, the detection method for identifying DBPs is achieved through biochemical experiments. This method is inefficient and requires considerable manpower, material resources and time. At present, several computational approaches have been developed to detect DBPs, among which machine learning (ML) algorithm-based computational techniques have shown excellent performance. In our experiments, our method uses fewer features and simpler recognition methods than other methods and simultaneously obtains satisfactory results. First,

SUBMITTER: Zhao Z 

PROVIDER: S-EPMC8837382 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature