Using Evolutionary Algorithms for Hyperparameter Tuning and Network Reduction Techniques to Classify Core Porosity Classes Based on Petrographical Descriptions

Author:

Liu Tommy,Plested Jo

Publisher

Springer International Publishing

Reference11 articles.

1. Gedeon, T.D., et al.: Use of linguistic petrographical descriptions to characterise core porosity: contrasting approaches. J. Petrol. Sci. Eng. 31, 193–199 (2001)

2. Bergstra, J., Bardenet, R., Bengio, Y., Kegl, B.: Algorithms for hyper-parameter optimization. In: Neural Information Processing Systems (2011)

3. Gedeon, T.D.: Network reduction techniques. In: Proceedings International Conference on Neural Networks Methodologies and Applications, vol. 1, pp. 119–126 (1991)

4. Zhang, G.P.: Neural networks for classification: a survey. IEEE Trans. Syst. Man Cybern. Part C (Appl. Rev.) 30(4), 451–462 (2000)

5. Buckland, M., Gey, F.: The relationship between recall and precision. J. Am. Soc. Inf. Sci. Banner 45(1), 12–19 (1994)

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