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TableĀ 3 Result of single Feature Connected Layer output (FCL) for RSNA 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 10.22 13.55 11.15 10.14 13.21 11.52 12.23 17.64 14.07
KNN-R 10.45 13.97 10.68 10.38 13.84 10.99 11.80 16.59 12.88
SVR 10.62 14.09 11.22 10.50 14.36 12.12 15.10 23.68 18.32
RF-R 10.00 13.42 10.31 9.78 12.91 10.18 11.46 15.82 12.31
DT-R 13.85 18.60 13.63 13.33 18.19 13.20 15.60 21.84 15.87
ADB-R 12.75 16.30 14.55 12.65 16.51 15.40 15.59 21.07 18.11
GB-R 10.43 14.01 11.21 10.21 13.36 11.14 11.83 16.33 13.17