18-Mar-2024, 15:39:15
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GNN TRAINING AND PERFORMANCE
Best epoch: 96
Dataset Size = 200
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Training set
Set size = 120
R2 = 0.937
MAE = 0.109
RMSE = 0.138
Mean Bias Error = 0.008
Mean Absolute Percentage Error = 0.037
Error Standard Deviation = 0.137
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Validation set
Set size = 40
R2 = 0.950
MAE = 0.117
RMSE = 0.157
Mean Bias Error = 0.007
Mean Absolute Percentage Error = 0.050
Error Standard Deviation = 0.157
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Test set
Set size = 40
R2 = 0.892
MAE = 0.152
RMSE = 0.190
Mean Bias Error = 0.030
Mean Absolute Percentage Error = 0.055
Error Standard Deviation = 0.187
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OUTLIERS (TEST SET)
