Research Article
Influence of Data Splitting on Performance of Machine Learning Models in Prediction of Shear Strength of Soil
Table 1
Parameters of the ANN algorithm used in this study.
| No. | Parameters | Setting |
| 1 | Number of hidden layers | 1 | 2 | Number of neurons in the hidden layer | 8 | 3 | Activation function for the hidden layer | Sigmoid | 4 | Activation function for the output layer | Linear | 5 | Training algorithm | Levenberg-Marquardt | 6 | Cost function | MSE |
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