Table 8
Number of Parameters in GreenCOD Submodules
Submodule
Number of Trees
Depth
Number of Parameters (%)
EfficientNetB4
-
-
16,742,216 (95.0%)
XGBoost 1
10000
3
220,000 (1.2%)
XGBoost 2
10000
3
220,000 (1.2%)
XGBoost 3
10000
3
220,000 (1.2%)
XGBoost 4
10000
3
220,000 (1.2%)
Total
-
-
17,622,216
Submodule
Number of Trees
Depth
Number of Parameters (%)
EfficientNetB4
-
-
16,742,216 (95.0%)
XGBoost 1
10000
3
220,000 (1.2%)
XGBoost 2
10000
3
220,000 (1.2%)
XGBoost 3
10000
3
220,000 (1.2%)
XGBoost 4
10000
3
220,000 (1.2%)
Total
-
-
17,622,216
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