18-Mar-2024, 15:52:19
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GNN TRAINING AND PERFORMANCE
Best epoch: 163
Dataset Size = 500
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Training set
Set size = 300
R2 = 0.971
MAE = 0.084
RMSE = 0.109
Mean Bias Error = 0.004
Mean Absolute Percentage Error = 0.030
Error Standard Deviation = 0.109
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Validation set
Set size = 100
R2 = 0.938
MAE = 0.105
RMSE = 0.157
Mean Bias Error = 0.014
Mean Absolute Percentage Error = 0.037
Error Standard Deviation = 0.157
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Test set
Set size = 100
R2 = 0.946
MAE = 0.105
RMSE = 0.143
Mean Bias Error = -0.008
Mean Absolute Percentage Error = 0.036
Error Standard Deviation = 0.142
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OUTLIERS (TEST SET)
