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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
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Journal of Translational Medicine

ISSN: 1479-5876

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