18-Mar-2024, 15:43:08
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GNN TRAINING AND PERFORMANCE
Best epoch: 49
Dataset Size = 300
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Training set
Set size = 180
R2 = 0.925
MAE = 0.129
RMSE = 0.163
Mean Bias Error = 0.050
Mean Absolute Percentage Error = 0.046
Error Standard Deviation = 0.156
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Validation set
Set size = 60
R2 = 0.871
MAE = 0.163
RMSE = 0.229
Mean Bias Error = 0.069
Mean Absolute Percentage Error = 0.061
Error Standard Deviation = 0.218
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Test set
Set size = 60
R2 = 0.916
MAE = 0.160
RMSE = 0.209
Mean Bias Error = 0.042
Mean Absolute Percentage Error = 0.058
Error Standard Deviation = 0.205
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OUTLIERS (TEST SET)
