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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