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. 2021 Feb 17;21(2):8. doi: 10.1167/jov.21.2.8

Table 2.

Bayes classification accuracy per dimension. Classifiers tested using LOOCV on individual images.

Predictor dimension(s)
Predicted dimension Chance Prior-only Semantic Structure Appearance Both (naïve) Both (non-naïve)
Semantic 16.67% 37.36% 53.47% 49.72% 55.97% 57.36%
Structure 25.00% 31.53% 60.00% 44.72% 58.19% 57.92%
Appearance 20.00% 35.69% 43.75% 42.22% 45.83% 50.56%