18-Mar-2024, 15:38:19
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GNN TRAINING AND PERFORMANCE
Best epoch: 198
Dataset Size = 100
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Training set
Set size = 60
R2 = 0.859
MAE = 0.142
RMSE = 0.187
Mean Bias Error = -0.007
Mean Absolute Percentage Error = 0.045
Error Standard Deviation = 0.187
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Validation set
Set size = 20
R2 = 0.447
MAE = 0.317
RMSE = 0.449
Mean Bias Error = 0.177
Mean Absolute Percentage Error = 0.164
Error Standard Deviation = 0.413
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Test set
Set size = 20
R2 = 0.307
MAE = 0.299
RMSE = 0.360
Mean Bias Error = -0.022
Mean Absolute Percentage Error = 0.093
Error Standard Deviation = 0.359
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OUTLIERS (TEST SET)
