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

Table 10

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

	5%	10%	25%
SVM-3D-DWT	84.8	86.4	89.2
SVM-EMP	87.4	89.5	91.7
RF-3D-DWT	75.8	79.0	83.4
RF-EMP	78.2	80.9	88.2
1D-3D-2D-CNN	85.4	88.6	92.2
1D-3D-2D-CNN	85.8	87.4	93.8