18-Mar-2024, 15:42:21
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GNN TRAINING AND PERFORMANCE
Best epoch: 42
Dataset Size = 300
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Training set
Set size = 180
R2 = 0.951
MAE = 0.117
RMSE = 0.146
Mean Bias Error = 0.006
Mean Absolute Percentage Error = 0.039
Error Standard Deviation = 0.146
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Validation set
Set size = 60
R2 = 0.886
MAE = 0.148
RMSE = 0.216
Mean Bias Error = 0.023
Mean Absolute Percentage Error = 0.056
Error Standard Deviation = 0.214
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Test set
Set size = 60
R2 = 0.905
MAE = 0.127
RMSE = 0.170
Mean Bias Error = 0.024
Mean Absolute Percentage Error = 0.044
Error Standard Deviation = 0.168
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OUTLIERS (TEST SET)
