18-Mar-2024, 15:38:03
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GNN TRAINING AND PERFORMANCE
Best epoch: 115
Dataset Size = 100
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Training set
Set size = 60
R2 = 0.943
MAE = 0.100
RMSE = 0.124
Mean Bias Error = 0.021
Mean Absolute Percentage Error = 0.034
Error Standard Deviation = 0.122
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Validation set
Set size = 20
R2 = 0.726
MAE = 0.195
RMSE = 0.226
Mean Bias Error = 0.002
Mean Absolute Percentage Error = 0.063
Error Standard Deviation = 0.226
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Test set
Set size = 20
R2 = 0.886
MAE = 0.140
RMSE = 0.186
Mean Bias Error = 0.058
Mean Absolute Percentage Error = 0.044
Error Standard Deviation = 0.177
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OUTLIERS (TEST SET)
