18-Mar-2024, 15:52:52
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GNN TRAINING AND PERFORMANCE
Best epoch: 46
Dataset Size = 500
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Training set
Set size = 300
R2 = 0.944
MAE = 0.109
RMSE = 0.144
Mean Bias Error = 0.008
Mean Absolute Percentage Error = 0.038
Error Standard Deviation = 0.144
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Validation set
Set size = 100
R2 = 0.948
MAE = 0.117
RMSE = 0.145
Mean Bias Error = -0.006
Mean Absolute Percentage Error = 0.038
Error Standard Deviation = 0.145
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Test set
Set size = 100
R2 = 0.953
MAE = 0.121
RMSE = 0.155
Mean Bias Error = 0.005
Mean Absolute Percentage Error = 0.044
Error Standard Deviation = 0.155
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OUTLIERS (TEST SET)
