22-Mar-2024, 14:07:32
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GNN TRAINING AND PERFORMANCE
Best epoch: None
Dataset Size = 873
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Training set
Set size = 639
R2 = 0.958
MAE = 0.096
RMSE = 0.128
Mean Bias Error = -0.008
Mean Absolute Percentage Error = 0.032
Error Standard Deviation = 0.128
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Validation set
Set size = 213
R2 = 0.955
MAE = 0.102
RMSE = 0.136
Mean Bias Error = -0.009
Mean Absolute Percentage Error = 0.035
Error Standard Deviation = 0.135
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Test set
Set size = 21
R2 = 0.869
MAE = 0.586
RMSE = 0.713
Mean Bias Error = -0.110
Mean Absolute Percentage Error = 0.154
Error Standard Deviation = 0.705
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OUTLIERS (TEST SET)
