18-Mar-2024, 15:44:44
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GNN TRAINING AND PERFORMANCE
Best epoch: 161
Dataset Size = 300
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Training set
Set size = 180
R2 = 0.958
MAE = 0.099
RMSE = 0.126
Mean Bias Error = -0.017
Mean Absolute Percentage Error = 0.033
Error Standard Deviation = 0.125
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Validation set
Set size = 60
R2 = 0.958
MAE = 0.114
RMSE = 0.148
Mean Bias Error = 0.002
Mean Absolute Percentage Error = 0.038
Error Standard Deviation = 0.148
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Test set
Set size = 60
R2 = 0.944
MAE = 0.110
RMSE = 0.138
Mean Bias Error = -0.011
Mean Absolute Percentage Error = 0.035
Error Standard Deviation = 0.138
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OUTLIERS (TEST SET)
