18-Mar-2024, 15:58:50
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GNN TRAINING AND PERFORMANCE
Best epoch: 80
Dataset Size = 600
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Training set
Set size = 360
R2 = 0.959
MAE = 0.099
RMSE = 0.130
Mean Bias Error = 0.019
Mean Absolute Percentage Error = 0.033
Error Standard Deviation = 0.129
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Validation set
Set size = 120
R2 = 0.932
MAE = 0.125
RMSE = 0.162
Mean Bias Error = 0.011
Mean Absolute Percentage Error = 0.041
Error Standard Deviation = 0.161
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Test set
Set size = 120
R2 = 0.962
MAE = 0.106
RMSE = 0.136
Mean Bias Error = 0.020
Mean Absolute Percentage Error = 0.037
Error Standard Deviation = 0.135
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OUTLIERS (TEST SET)
