A Hemolysis Image Detection Method Based on GAN-CNN-ELM

Table 2

Comparison of accuracy on the test set for model cross-validation per fold and with and without cross-validation (%).

Model	Fold-1	Fold-2	Fold-3	Fold-4	With cross-validation	Without cross-validation
GAN-ELM	44.66	45.11	44.00	47.55	64.00	51.66
GAN-ELM-L1	49.55	48.44	53.55	50.44	67.55	58.22
GAN-CNN-ELM	97.66	96.99	97.22	96.33	98.91	97.66