18-Mar-2024, 15:38:24
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GNN TRAINING AND PERFORMANCE
Best epoch: 128
Dataset Size = 100
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Training set
Set size = 60
R2 = 0.923
MAE = 0.117
RMSE = 0.144
Mean Bias Error = -0.044
Mean Absolute Percentage Error = 0.038
Error Standard Deviation = 0.137
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Validation set
Set size = 20
R2 = 0.882
MAE = 0.143
RMSE = 0.189
Mean Bias Error = -0.014
Mean Absolute Percentage Error = 0.044
Error Standard Deviation = 0.188
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Test set
Set size = 20
R2 = 0.593
MAE = 0.222
RMSE = 0.276
Mean Bias Error = -0.078
Mean Absolute Percentage Error = 0.069
Error Standard Deviation = 0.265
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OUTLIERS (TEST SET)
