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

Table 9

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

	5%	10%	25%
SVM-3D-DWT	65.2	69.9	79.1
SVM-EMP	64.8	69.2	77.2
RF-3D-DWT	57.4	61.4	67.5
RF-EMP	64.4	69.6	76.2
1D-3D-2D-CNN	63.2	72.0	79.6
1D-3D-2D-CNN	64.1	72.3	82.4