Table 3.

The accuracy (%) achieved for the three classifiers trained with fused spatial-spectral features of the multiclass classification category.

Feature set	SVM	DT	NB
Two spatial-spectral feature sets
DenseNet + Inception	94.86	93.15	93.14
DenseNet + ResNet-50	94.57	93.43	93.43
DenseNet + ResNet-101	95.14	91.7	91.7
ResNet-50 + ResNet-101	94	89.14	88.86
ResNet-50 + Inception	96.29	92	92
Inception + ResNet-101	94.23	89.7	89.7
Three spatial-spectral feature sets
DenseNet + Inception + ResNet-50	96.86	94	94
DenseNet + Inception + ResNet-101	96.29	93.43	93.43
DenseNet + ResNet-50 + ResNet-101	96.57	93.71	93.71
Inception + ResNet-50 + ResNet-101	95.71	91.4	91.4
Four spatial-spectral feature set
DenseNet + Inception + ResNet-50 + ResNet-101	96.29	94	94