18-Mar-2024, 15:38:11
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GNN TRAINING AND PERFORMANCE
Best epoch: 20
Dataset Size = 100
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Training set
Set size = 60
R2 = 0.451
MAE = 0.329
RMSE = 0.413
Mean Bias Error = 0.086
Mean Absolute Percentage Error = 0.112
Error Standard Deviation = 0.404
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Validation set
Set size = 20
R2 = 0.582
MAE = 0.231
RMSE = 0.273
Mean Bias Error = 0.051
Mean Absolute Percentage Error = 0.074
Error Standard Deviation = 0.268
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Test set
Set size = 20
R2 = -0.085
MAE = 0.411
RMSE = 0.451
Mean Bias Error = 0.079
Mean Absolute Percentage Error = 0.135
Error Standard Deviation = 0.444
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OUTLIERS (TEST SET)
