Table 3 Unmixing performance of 10 best EGAE. The unmixing success rate is the number of times all three pigments were unmixed. Columns 3 to 5 show the percentage of times each pigment was unmixed in the 10 best models.

From: Blind and endmember guided autoencoder model for unmixing the absorbance spectra of phytoplankton pigments

EGAE

- Loss Function

Unmixing

Success Rate (%)

Endmembers unmixed from the 10 best EGAE models with the least reconstruction error. (%)

Chl-a

Fx

Pc

MSE

70

90

70

80

SID

60

90

60

100

SAD

70

90

70

100

MSE-SAD

10

90

70

40

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