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Table 4 Comparison of modeling results between ANN model and SVR model

From: Prediction model of gonadotropin starting dose and its clinical application in controlled ovarian stimulation

Performance index

Model

Training set

Testing set

All samples

RMSE

ANN model

29.87

34.21

31.45

SVR model

34.15

37.27

34.76

R value

ANN model

0.953

0.942

0.951

SVR model

0.947

0.928

0.943