18-Mar-2024, 16:02:46
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GNN TRAINING AND PERFORMANCE
Best epoch: 26
Dataset Size = 600
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Training set
Set size = 360
R2 = 0.934
MAE = 0.131
RMSE = 0.170
Mean Bias Error = -0.060
Mean Absolute Percentage Error = 0.047
Error Standard Deviation = 0.159
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Validation set
Set size = 120
R2 = 0.937
MAE = 0.123
RMSE = 0.163
Mean Bias Error = -0.044
Mean Absolute Percentage Error = 0.046
Error Standard Deviation = 0.156
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Test set
Set size = 120
R2 = 0.932
MAE = 0.125
RMSE = 0.164
Mean Bias Error = -0.056
Mean Absolute Percentage Error = 0.052
Error Standard Deviation = 0.154
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OUTLIERS (TEST SET)
