18-Mar-2024, 15:43:00
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GNN TRAINING AND PERFORMANCE
Best epoch: 104
Dataset Size = 300
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Training set
Set size = 180
R2 = 0.946
MAE = 0.115
RMSE = 0.146
Mean Bias Error = -0.022
Mean Absolute Percentage Error = 0.040
Error Standard Deviation = 0.145
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Validation set
Set size = 60
R2 = 0.916
MAE = 0.127
RMSE = 0.160
Mean Bias Error = -0.005
Mean Absolute Percentage Error = 0.044
Error Standard Deviation = 0.160
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Test set
Set size = 60
R2 = 0.954
MAE = 0.122
RMSE = 0.155
Mean Bias Error = -0.021
Mean Absolute Percentage Error = 0.045
Error Standard Deviation = 0.154
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OUTLIERS (TEST SET)
