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Table 2 Machine learning by stacked (KNN, LDA, PLS, Linear-SVM, RBF-SVM, RF) model to identify cells. Overall accuracy at 84.6%

From: Single cell Raman spectroscopy to identify different stages of proliferating human hepatocytes for cell therapy

  Reference
  P1 P4 PHH
Model prediction    
 ProliHHs P1 118 14 16
 ProliHHs P4 14 134 0
 PHH 24 3 139
 Sensitivity (%) 75.6 88.7 89.7
 Specificity (%) 90.2 95.5 81.2