19-Mar-2024, 11:21:41
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GNN TRAINING AND PERFORMANCE
Best epoch: 87
Dataset Size = 217
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Training set
Set size = 130
R2 = 0.959
MAE = 0.046
RMSE = 0.056
Mean Bias Error = -0.018
Mean Absolute Percentage Error = 0.020
Error Standard Deviation = 0.053
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Validation set
Set size = 44
R2 = 0.818
MAE = 0.076
RMSE = 0.165
Mean Bias Error = 0.013
Mean Absolute Percentage Error = 0.024
Error Standard Deviation = 0.165
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Test set
Set size = 43
R2 = 0.934
MAE = 0.043
RMSE = 0.053
Mean Bias Error = -0.011
Mean Absolute Percentage Error = 0.019
Error Standard Deviation = 0.052
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OUTLIERS (TEST SET)
