Table 10 Results of the Deep learning Age Prediction methods.

From: Deep Learning using Convolutional LSTM estimates Biological Age from Physical Activity

   1D CNN7 DNN ConvLSTM* CNN + LSTM
(λ = 0.9) (λ = 0.9) (λ = 1) (λ = 0) (λ = 0.9) (λ = 0.9)
Test MAE 15.49 15.92 12.6 13.21 13.4 13.58
RMSE 18.81 18.38 15.74 16.81 16.74 16.45
CORR 0.45 0.45 0.62 0.55 0.55 0.54
R-sq 0.93 0.89 0.85 0.85 0.80 0.71
Train MAE 12.88 17.08 6.51 10.17 5.63 12.56
RMSE 18.81 18.38 8.58 12.95 7.46 16.45
CORR 0.52 0.79 0.92 0.79 0.94 0.64
R-sq 0.88 0.74 0.75 0.70 0.82 0.59
  epoch 500 100 10 10 10 10