Composite Clustering Sampling Strategy for Multiscale Spectral-Spatial Classification of Hyperspectral Images

Table 11

Comparison experiment of 5%, 10%, and 25% sampling rates in the Salinas dataset with controlled random sampling and composite clustering sampling () ().

	5%	10%	25%
SVM-3D-DWT	80.9	82.2	83.4
SVM-EMP	83.5	85.0	84.8
RF-3D-DWT	77.6	80.6	83.8
RF-EMP	82.0	84.4	86.6
1D-3D-2D-CNN	83.7	86.1	87.7
1D-3D-2D-CNN	80.1	86.4	92.4