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Table 1 Comparison of the effect of different BP training

From: Study on the Distribution of Frictional Forces on Z-yarn Continuous Implanted Preforms and Their Applications

Training algorithms

Mean Square Error

Training

Validation

Testing

Levenberg-Marquardt

2.244e−4

2.708e−2

2.706e−2

Bayesian Regularization

5.431e−4

7.2553e−4

6.954e−4

Scaled Conjugate Gradient

5.617e−1

1.897e−1

1.514e0