Drug Design Using Machine Learning by Unknown

Author:Unknown
Language: eng
Format: epub
Publisher: John Wiley & Sons, Incorporated
Published: 2022-09-29T00:00:00+00:00

6.4.5 Bayesian Neural Networks (BNNs)

A neural network model is believed to be as Bayesian neural network, which uses Bayesian methods in its learning process, and these have been effectively applied in numerous chemical studies. In one of the previous reports by Bishop, it was proposed that this methodology is much better than the classical ANNs on account of its better capability on minimization of errors, capability to consider finest input data and for matching models, only training sets are employed, which is an significant aspect when the sample contains small number of data sets, and these small data sets can make the ANNs learning process very challenging [44].

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