18-Mar-2024, 15:42:14
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GNN TRAINING AND PERFORMANCE
Best epoch: 158
Dataset Size = 300
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Training set
Set size = 180
R2 = 0.954
MAE = 0.106
RMSE = 0.135
Mean Bias Error = 0.002
Mean Absolute Percentage Error = 0.036
Error Standard Deviation = 0.135
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Validation set
Set size = 60
R2 = 0.960
MAE = 0.114
RMSE = 0.145
Mean Bias Error = 0.011
Mean Absolute Percentage Error = 0.039
Error Standard Deviation = 0.145
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Test set
Set size = 60
R2 = 0.913
MAE = 0.128
RMSE = 0.162
Mean Bias Error = 0.016
Mean Absolute Percentage Error = 0.043
Error Standard Deviation = 0.162
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OUTLIERS (TEST SET)
