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TableĀ 2 Result of single Feature Connected Layer output (FCL) for digital hand altlas dataset

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

Regressor InceptionV3-FCL DenseNet121-FCL InceptionResNetV2-FCL
MAE RMSE MAPE% MAE RMSE MAPE% MAE RMSE MAPE%
LR 10.6 14.0 11.2 10.2 13.7 12.5 10.67 15.19 10.54
KNN-R 10.7 14.4 10.8 10.3 14.2 12.4 10.70 15.60 11.07
SVR 17.9 21.8 31.0 14.2 18.1 28.7 19.20 25.08 38.28
RF-R 10.4 14.0 10.5 10.1 13.7 11.5 9.77 14.02 9.76
DT-R 14.1 19.1 13.0 16.0 21.3 17.0 14.99 20.25 13.65
ADB-R 11.8 15.9 13.2 12.5 16.3 16.0 11.75 16.63 13.54
GB-R 11.3 15.1 11.5 11.3 15.2 15.0 11.25 15.86 12.98