18-Mar-2024, 15:41:03
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GNN TRAINING AND PERFORMANCE
Best epoch: 39
Dataset Size = 200
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Training set
Set size = 120
R2 = 0.832
MAE = 0.176
RMSE = 0.238
Mean Bias Error = 0.016
Mean Absolute Percentage Error = 0.065
Error Standard Deviation = 0.238
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Validation set
Set size = 40
R2 = 0.926
MAE = 0.147
RMSE = 0.192
Mean Bias Error = 0.033
Mean Absolute Percentage Error = 0.050
Error Standard Deviation = 0.189
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Test set
Set size = 40
R2 = 0.739
MAE = 0.183
RMSE = 0.235
Mean Bias Error = -0.034
Mean Absolute Percentage Error = 0.060
Error Standard Deviation = 0.232
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OUTLIERS (TEST SET)
