18-Mar-2024, 15:44:52
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GNN TRAINING AND PERFORMANCE
Best epoch: 49
Dataset Size = 300
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Training set
Set size = 180
R2 = 0.948
MAE = 0.114
RMSE = 0.148
Mean Bias Error = -0.003
Mean Absolute Percentage Error = 0.038
Error Standard Deviation = 0.148
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Validation set
Set size = 60
R2 = 0.894
MAE = 0.146
RMSE = 0.208
Mean Bias Error = 0.016
Mean Absolute Percentage Error = 0.056
Error Standard Deviation = 0.207
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Test set
Set size = 60
R2 = 0.924
MAE = 0.131
RMSE = 0.162
Mean Bias Error = -0.008
Mean Absolute Percentage Error = 0.042
Error Standard Deviation = 0.161
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OUTLIERS (TEST SET)
