18-Mar-2024, 15:44:18
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GNN TRAINING AND PERFORMANCE
Best epoch: 85
Dataset Size = 300
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Training set
Set size = 180
R2 = 0.933
MAE = 0.129
RMSE = 0.167
Mean Bias Error = 0.083
Mean Absolute Percentage Error = 0.046
Error Standard Deviation = 0.145
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Validation set
Set size = 60
R2 = 0.929
MAE = 0.137
RMSE = 0.173
Mean Bias Error = 0.031
Mean Absolute Percentage Error = 0.045
Error Standard Deviation = 0.171
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Test set
Set size = 60
R2 = 0.927
MAE = 0.134
RMSE = 0.158
Mean Bias Error = 0.056
Mean Absolute Percentage Error = 0.044
Error Standard Deviation = 0.148
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OUTLIERS (TEST SET)
