19-Mar-2024, 11:21:48
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GNN TRAINING AND PERFORMANCE
Best epoch: 58
Dataset Size = 217
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Training set
Set size = 130
R2 = 0.944
MAE = 0.060
RMSE = 0.081
Mean Bias Error = -0.025
Mean Absolute Percentage Error = 0.026
Error Standard Deviation = 0.077
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Validation set
Set size = 44
R2 = 0.882
MAE = 0.052
RMSE = 0.063
Mean Bias Error = -0.000
Mean Absolute Percentage Error = 0.024
Error Standard Deviation = 0.063
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Test set
Set size = 43
R2 = 0.881
MAE = 0.057
RMSE = 0.071
Mean Bias Error = -0.011
Mean Absolute Percentage Error = 0.026
Error Standard Deviation = 0.070
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OUTLIERS (TEST SET)
