18-Mar-2024, 15:37:16
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GNN TRAINING AND PERFORMANCE
Best epoch: 23
Dataset Size = 100
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Training set
Set size = 60
R2 = 0.465
MAE = 0.298
RMSE = 0.393
Mean Bias Error = -0.085
Mean Absolute Percentage Error = 0.094
Error Standard Deviation = 0.383
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Validation set
Set size = 20
R2 = 0.420
MAE = 0.261
RMSE = 0.322
Mean Bias Error = -0.146
Mean Absolute Percentage Error = 0.079
Error Standard Deviation = 0.287
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Test set
Set size = 20
R2 = 0.231
MAE = 0.372
RMSE = 0.444
Mean Bias Error = -0.101
Mean Absolute Percentage Error = 0.120
Error Standard Deviation = 0.432
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OUTLIERS (TEST SET)
