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Table 4 The coefficients of SVM and LR models

From: The study of the association between immune monitoring and pneumonia in kidney transplant recipients through machine learning models

  Models
Parameters SVM LR
Monocyte HLA-DR, MFI − 0.000468 − 0.000386
Neutrophil CD64, MFI 0.00128 0.000852
CD8+ T cells, cells/μl − 0.000512 − 0.000572
NK cells, cells/μl − 0.00217 − 0.00201
TBNK, cells/μl − 0.000398 − 0.000447
Constant 0.794 0.665
  1. SVM support vector machine, LR logistic regression, HLA-DR human leukocyte antigen-DR, MFI median fluorescence intensity, NK cells natural killer cells, TBNK T, B and NK cells