Table 6 Impact of different dimensionality reduction techniques on the Indian pines dataset.

From: GroupFormer for hyperspectral image classification through group attention

Methods

OA (%)

AA (%)

Kappa (100%)

FA

93.54

92.65

93.8

LDA

94.01

92.89

93.69

PCA

97.60

94.65

97.2