18-Mar-2024, 15:37:20
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GNN TRAINING AND PERFORMANCE
Best epoch: 23
Dataset Size = 100
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Training set
Set size = 60
R2 = 0.072
MAE = 0.383
RMSE = 0.478
Mean Bias Error = 0.129
Mean Absolute Percentage Error = 0.135
Error Standard Deviation = 0.460
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Validation set
Set size = 20
R2 = -0.042
MAE = 0.403
RMSE = 0.561
Mean Bias Error = 0.097
Mean Absolute Percentage Error = 0.131
Error Standard Deviation = 0.553
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Test set
Set size = 20
R2 = -0.873
MAE = 0.535
RMSE = 0.693
Mean Bias Error = 0.187
Mean Absolute Percentage Error = 0.176
Error Standard Deviation = 0.667
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OUTLIERS (TEST SET)
