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TableĀ 5 Result of Region Based Feature Connected Layer (RB-FCL) output for RSNA 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 7.48 10.22 9.415 7.48 10.22 9.413 7.48 10.22 9.413
KNN-R 7.3 10.1 8.809 7.3 10.1 8.809 7.3 10.1 8.808
SVR 7.85 11.64 13.44 7.85 11.64 13.44 7.85 11.64 13.44
RF-R 7.14 10.13 8.252 7.14 10.13 8.284 7.14 10.12 8.36
DT-R 9.67 13.87 10.52 9.57 13.73 10.46 9.67 13.7 10.67
ADB-R 11.1 14.68 12.63 11.1 14.7 12.68 11.1 14.72 12.65
GB-R 7.67 10.63 9.088 7.57 10.49 9.365 7.76 10.67 9.461