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. 2023 May 30;8(23):20675–20683. doi: 10.1021/acsomega.3c01241

Table 8. Collective PLS-DA Models for All SERS and FT-IR Spectra, Calibrated by Sex for PBA (A), PBU (B), SBA (C), and SBU (D)a.

    SERS actual sex
FT-IR actual sex
  predicted sex accuracy, % female (n = 250) male (n = 250) accuracy, % female (n = 15) male (n = 15)
A female 97.2 243 2 86.7 13 2
male 99.2 7 248 86.7 2 13
MCC = 0.964 MCC = 0.733
B female 98.8 247 3 86.7 13 3
male 98.8 3 247 80.0 2 12
MCC = 0.976 MCC = 0.668
C female 95.2 238 12 80.0 12 1
male 95.2 12 238 93.3 3 14
MCC = 0.904 MCC = 0.740
D female 97.6 244 11 93.3 14 1
male 95.6 6 239 93.3 1 14
MCC = 0.932 MCC = 0.867
a

Matthew’s correlation coefficient (MCC) indicates the level of reliability between binary classifications.