18-Mar-2024, 15:40:06
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GNN TRAINING AND PERFORMANCE
Best epoch: 180
Dataset Size = 200
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Training set
Set size = 120
R2 = 0.957
MAE = 0.091
RMSE = 0.120
Mean Bias Error = 0.018
Mean Absolute Percentage Error = 0.031
Error Standard Deviation = 0.119
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Validation set
Set size = 40
R2 = 0.896
MAE = 0.120
RMSE = 0.148
Mean Bias Error = 0.010
Mean Absolute Percentage Error = 0.039
Error Standard Deviation = 0.148
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Test set
Set size = 40
R2 = 0.858
MAE = 0.171
RMSE = 0.264
Mean Bias Error = -0.026
Mean Absolute Percentage Error = 0.096
Error Standard Deviation = 0.263
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OUTLIERS (TEST SET)
