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Bulletin of the National Research Centre

Table 3 Performance of the ensemble techniques

From: Simulation of liver function enzymes as determinants of thyroidism: a novel ensemble machine learning approach

Models

R2

R

MSE

Training

SAE

0.9724

0.9861

0.0067

WAE

0.9884

0.9942

0.0028

NNE

0.9999

0.9999

0.0000

Testing

SAE

0.9713

0.9855

0.0689

WAE

0.9876

0.9938

0.0032

NNE

0.9998

0.9999

0.0000

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