Selected article for: "pca reduce and principal component"

Author: Zheng Zhang; Sifan Ye; Aiping Wu; Taijiao Jiang; Yousong Peng
Title: Prediction of receptorome for human-infecting virome
  • Document date: 2020_2_28
  • ID: 9ruhvpbv_15
    Snippet: Because there were strong correlations between the expressions of genes in different tissues, the principal component analysis (PCA) method was used to reduce the correlations with the function of PCA in the package scikit-learn (version 0.21.3) (Pedregosa et al., 2011) in Python (version 3.6.7). Only the first principal component was used to measure the expression level of human genes, which explained 95% of the author/funder. All rights reserve.....
    Document: Because there were strong correlations between the expressions of genes in different tissues, the principal component analysis (PCA) method was used to reduce the correlations with the function of PCA in the package scikit-learn (version 0.21.3) (Pedregosa et al., 2011) in Python (version 3.6.7). Only the first principal component was used to measure the expression level of human genes, which explained 95% of the author/funder. All rights reserved. No reuse allowed without permission.

    Search related documents:
    Co phrase search for related documents
    • component analysis and human gene: 1
    • component analysis and PCA method: 1, 2, 3, 4, 5, 6
    • component analysis and principal component: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • component analysis and principal component analysis: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • component analysis and principal component analysis PCA method: 1, 2, 3
    • component analysis and strong correlation: 1, 2
    • different tissue and expression level: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
    • different tissue and human gene: 1, 2, 3
    • different tissue gene and expression level: 1, 2
    • different tissue gene and human gene: 1, 2, 3
    • different tissue gene expression and expression level: 1, 2
    • different tissue gene expression and human gene: 1, 2, 3
    • expression level and human gene: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20
    • expression level and human gene expression level: 1, 2
    • expression level and PCA function: 1
    • expression level and principal component: 1
    • expression level and principal component analysis: 1
    • expression level and strong correlation: 1, 2, 3, 4
    • human gene and strong correlation: 1