Abstract
Golgi proteins are encapsulated in membrane system. The main function of the Golgi is to process, sort, and transport proteins, synthesized by the endoplasmic reticulum, and then to be sorted into specific parts of the cell or secreted outside the cell. The Golgi apparatus is the site for the final processing and packaging of cell secretions, such as proteins. In this paper, we use Deep Forest to classify 2 different types of protein by 406 features. Deep Forest achieves more simply and more efficient process compared to traditional KNN classifier.
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Acknowledgement
This work was supported by the Natural Science Foundation of China (No. 61902337), Natural Science Fund for Colleges and Universities in Jiangsu Province (No. 19KJB520016), Jiangsu Provincial Natural Science Foundation (No. SBK2019040953), Young talents of science and technology in Jiangsu and the Xuzhou Science and Technology Plan Funded Project - Research on Key Technologies for Three-dimensional Monitoring of Lake Water Environment Based on 5G Internet of Things (KC19208).
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Yao, Y., Gu, Y., Bao, W., Zhang, L., Zhu, Y. (2021). Golgi Protein Prediction with Deep Forest. In: Huang, DS., Jo, KH., Li, J., Gribova, V., Premaratne, P. (eds) Intelligent Computing Theories and Application. ICIC 2021. Lecture Notes in Computer Science(), vol 12838. Springer, Cham. https://doi.org/10.1007/978-3-030-84532-2_58
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