Table 3 Accuracy of classification between groups using the full set of proteins (590 proteins).

From: Acute and chronic blood serum proteome changes in patients with methanol poisoning

Method

M versus S

M versus C

M versus SC

S versus C

M versus S versus C

PCA-LDA

100.00

97.92

98.94

97.14

97.87

98.47

97.28

99.33

97.74

97.89

PLS-DA

100.00 (2)

100.00 (1)

100.00 (2)

98.57 (1)

98.94 (3)

100.00 (2)

99.33 (1)

100.00 (2)

98.63 (1)

99.30 (3)

  1. Accuracy of classification between groups using PCA-LDA or PLS-DA and leave-one-out cross-validation (top value) or repeated k-fold cross-validation (k = 10, times = 3) (bottom value). For PLS-DA, the number in parenthesis lists the number of latent variables required.
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