6
Q .W a n ge ta l .
Table 1.
Classification accuracies without PCA transformation. OA: overall average
Class
Airplane
Beach
Agricultural Baseballdiamond
Buildings
Chaparral
Denseresidential
Forest
Freeway
Golfcourse Harbor
ResNet-50 0.875
0.313
0.5
0.688
0.375
0.938
0.125
0.875
0.688
1.0
0.563
VggNet-16 1.0
0.688
0.75
0.438
0.625
1.0
0.5
1.0
0.813
0.875
0.813
Class
Intersection Mediumresidential
Mobilehomepark
Overpass
Parkinglot River
Runway
Sparseresidential
Storagetanks
Tenniscourt
OA
ResNet-50 0.313
0.25
0.625
0.625
0.313
0.938
0.313
0.25
0.5
0.813
0.554
VggNet-16 0.5
0.563
0.5
0.688
0.635
0.75
0.375
0.625
0.625
0.813
0.693