18-Mar-2024, 15:55:00
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GNN TRAINING AND PERFORMANCE
Best epoch: 71
Dataset Size = 500
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Training set
Set size = 300
R2 = 0.959
MAE = 0.101
RMSE = 0.134
Mean Bias Error = 0.009
Mean Absolute Percentage Error = 0.035
Error Standard Deviation = 0.134
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Validation set
Set size = 100
R2 = 0.953
MAE = 0.108
RMSE = 0.139
Mean Bias Error = -0.005
Mean Absolute Percentage Error = 0.035
Error Standard Deviation = 0.139
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Test set
Set size = 100
R2 = 0.943
MAE = 0.106
RMSE = 0.135
Mean Bias Error = -0.009
Mean Absolute Percentage Error = 0.035
Error Standard Deviation = 0.134
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OUTLIERS (TEST SET)
