Research Article

Statistical Comparison of Classifiers Applied to the Interferential Tear Film Lipid Layer Automatic Classification

Table 5

ANOVA results, co-occurrence features in the three colour spaces. SS: sum of squared deviations about the mean. df: degrees of freedom. MS: variance.

Grayscale
Source SS df MS F -value

Between 1165.72 4 291.43 18.29 <0.05
Within 477.98 30 15.93

Total 1643.71 34

Lab
Source SS df MS F -value

Between 135.20 4 331.30 29.18 <0.05
Within 340.63 30 11.35

Total 1665.83 34

Opponent colours
Source SS df MS F -value

Between 1778.14 4 444.53 31.13 <0.05
Within 428.42 30 14.28

Total 2206.56 34