18-Mar-2024, 15:39:21
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GNN TRAINING AND PERFORMANCE
Best epoch: 54
Dataset Size = 200
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Training set
Set size = 120
R2 = 0.873
MAE = 0.156
RMSE = 0.200
Mean Bias Error = -0.118
Mean Absolute Percentage Error = 0.054
Error Standard Deviation = 0.162
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Validation set
Set size = 40
R2 = 0.932
MAE = 0.135
RMSE = 0.176
Mean Bias Error = -0.090
Mean Absolute Percentage Error = 0.044
Error Standard Deviation = 0.151
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Test set
Set size = 40
R2 = 0.835
MAE = 0.200
RMSE = 0.234
Mean Bias Error = -0.097
Mean Absolute Percentage Error = 0.065
Error Standard Deviation = 0.213
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OUTLIERS (TEST SET)
