18-Mar-2024, 15:39:53
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GNN TRAINING AND PERFORMANCE
Best epoch: 43
Dataset Size = 200
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Training set
Set size = 120
R2 = 0.845
MAE = 0.160
RMSE = 0.200
Mean Bias Error = 0.003
Mean Absolute Percentage Error = 0.054
Error Standard Deviation = 0.200
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Validation set
Set size = 40
R2 = 0.927
MAE = 0.140
RMSE = 0.182
Mean Bias Error = 0.018
Mean Absolute Percentage Error = 0.047
Error Standard Deviation = 0.182
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Test set
Set size = 40
R2 = 0.929
MAE = 0.140
RMSE = 0.187
Mean Bias Error = 0.030
Mean Absolute Percentage Error = 0.053
Error Standard Deviation = 0.185
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OUTLIERS (TEST SET)
