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Table 6 Result of Feature Connected Layer Output Combination (FCLOMB + IRD) for hand altlas dataset

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

Regressor InceptionV3FL + IRD DenseNet121FL + IRD InceptionResNetV2FL +IRD FCLOMB + IRD
MAE RMSE MAPE% MAE RMSE MAPE% MAE RMSE MAPE% MAE RMSE MAPE%
LR 7.88 11.85 8.216 8.05 11.84 8.623 7.44 11.23 8.496 7.54 11.72 8.342
KNN-R 8.79 12.61 10.29 9.11 12.55 12.23 8.47 12.44 9.46 8.78 12.53 11.03
SVR 11.8 15.78 24.24 14.1 19.85 34.75 11.3 15.44 23.97 14.2 20.64 37.28
RF-R 8.71 12.54 8.918 8.89 12.71 9.818 8.12 11.78 7.895 8.28 12.39 9.57
DT-R 11.9 15.54 12.63 13.1 17.41 14.58 11.9 16.43 11.43 12 16.98 14.92
ADB-R 11.6 15.54 14.65 11.9 15.55 16.08 11.5 15.12 13.54 11.4 14.99 15.3
GB-R 9.75 13.81 13.44 10 13.92 12.97 11.3 16.08 19.01 9.13 12.94 10.94