18-Mar-2024, 15:49:43
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GNN TRAINING AND PERFORMANCE
Best epoch: 143
Dataset Size = 400
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Training set
Set size = 240
R2 = 0.966
MAE = 0.095
RMSE = 0.123
Mean Bias Error = -0.011
Mean Absolute Percentage Error = 0.032
Error Standard Deviation = 0.122
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Validation set
Set size = 80
R2 = 0.927
MAE = 0.132
RMSE = 0.171
Mean Bias Error = -0.007
Mean Absolute Percentage Error = 0.044
Error Standard Deviation = 0.171
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Test set
Set size = 80
R2 = 0.916
MAE = 0.125
RMSE = 0.157
Mean Bias Error = -0.016
Mean Absolute Percentage Error = 0.041
Error Standard Deviation = 0.156
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OUTLIERS (TEST SET)
