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TableĀ 4 Result of Region Based Feature Layer (RB-FCL) output for digital hand altlas dataset

From: Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment

Regressor InceptionV3-RB-FCL DenseNet121-RB-FCL InceptionResNetV2-RB-FCL
MAE RMSE MAPE% MAE RMSE MAPE% MAE RMSE MAPE%
LR 7.10 10.96 7.23 7.09 10.96 7.19 7.10 10.96 7.20
KNN-R 8.69 12.47 10.30 8.70 12.48 10.30 8.70 12.48 10.33
SVR 11.36 16.07 26.12 11.36 16.07 26.12 11.36 16.07 26.12
RF-R 7.91 11.61 8.41 7.91 11.61 8.48 7.89 11.56 8.50
DT-R 10.45 14.76 11.33 10.89 15.10 11.42 10.10 14.57 11.17
ADB-R 11.34 15.10 13.62 11.31 15.09 13.54 11.29 15.07 13.51
GB-R 9.08 12.91 11.05 9.26 13.00 12.25 9.02 12.50 9.51