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. 2022 Feb 18;8(3):379–387. doi: 10.1021/acscentsci.1c01495

Table 2. Performance of the poc60 Model in Predicting New OR–Odorant Pairsa.

  initial test odorants
additional test odorants
metricsb acetophenone R-carvone coumarin 4-chromanone citral nonanal nonanoic acid
MCC 0.47 0.45 0.43 0.48 0.24 0.48 0.40
hit rate (precision) 0.39 0.6 0.58 0.6 0.50 0.50 0.25
recall (sensitivity) 0.78 0.46 0.47 0.5 0.25 0.67 1.00
F1 score 0.52 0.52 0.52 0.55 0.33 0.57 0.40
specificity 0.85 0.94 0.92 0.94 0.93 0.88 0.65
AUC 0.84 0.72 0.72 0.74 0.58 0.66 0.74
true positives 7 6 7 6 1 2 2
true negatives 60 63 60 64 14 14 11
false positives 11 4 5 4 1 2 6
false negatives 2 7 8 6 3 1 0
a

See Data File S2C for the raw data.

b

See the Methods section in the SI for the definitions.