18-Mar-2024, 15:37:25
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GNN TRAINING AND PERFORMANCE
Best epoch: 14
Dataset Size = 100
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Training set
Set size = 60
R2 = -0.475
MAE = 0.444
RMSE = 0.609
Mean Bias Error = 0.284
Mean Absolute Percentage Error = 0.145
Error Standard Deviation = 0.538
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Validation set
Set size = 20
R2 = -0.212
MAE = 0.403
RMSE = 0.665
Mean Bias Error = 0.233
Mean Absolute Percentage Error = 0.232
Error Standard Deviation = 0.623
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Test set
Set size = 20
R2 = 0.029
MAE = 0.359
RMSE = 0.416
Mean Bias Error = 0.175
Mean Absolute Percentage Error = 0.116
Error Standard Deviation = 0.377
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OUTLIERS (TEST SET)
