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

Table 10

Best classifiers using different texture extraction methods in the three colour spaces considered.

	Grayscale	Lab	Opponent colours
Butterworth filters	SVM, LMT, RF	No significant differences	SVM, LMT
The discrete wavelet transform	No data	No data	No data
Co-occurrence features	SVM	SVM	SVM
Markov random fields	SVM	SVM	SVM
Gabor filters	SVM	SVM	LMT, RF