18-Mar-2024, 15:37:53
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GNN TRAINING AND PERFORMANCE
Best epoch: 127
Dataset Size = 100
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Training set
Set size = 60
R2 = 0.893
MAE = 0.138
RMSE = 0.162
Mean Bias Error = -0.016
Mean Absolute Percentage Error = 0.047
Error Standard Deviation = 0.162
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Validation set
Set size = 20
R2 = 0.821
MAE = 0.162
RMSE = 0.214
Mean Bias Error = -0.072
Mean Absolute Percentage Error = 0.052
Error Standard Deviation = 0.202
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Test set
Set size = 20
R2 = 0.900
MAE = 0.134
RMSE = 0.174
Mean Bias Error = -0.015
Mean Absolute Percentage Error = 0.042
Error Standard Deviation = 0.174
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OUTLIERS (TEST SET)
