Sentence examples for fine tune model from inspiring English sources

The feasibility of this approach is established by thermodynamic modeling and the construction of a proof-of-concept prototype, which is also used to fine tune model parameters.

The training set was then used to develop SVM models and the test set was used to fine tune model parameters and assess their predictive performance.

In our experience with previous data mining projects, rather than fine tune models, the most effective way to improve accuracy is to add new features which are as uncorrelated as possible with existing features.

The validation set is used as a test platform for fine tuning model's parameters and selecting the best-performing model, while the test set is used to assess the predictive performance of the developed models on data which have not been used in any way in the designing process.

To resolve these issues, this paper presents a model evaluation and uncertainty propagation approach that uses a novel combination of data clustering, model parameter fine-tuning, model screening and ranking, model uncertainty quantification, and Monte Carlo simulation methods.

The work is also expected to help computer scientists fine-tune models that simulate global climate.

UC Berkeley scientists are drilling cores from the lake sediments to explore this history and fine-tune models for predicting the fate of today's flora and fauna in the face of global warming and pressure from a burgeoning human populations.

Those levels are commonly used to fine-tune models that attempt to predict how much Earth's average sea level may rise because of climate change.

If the enforcers of GDPR decide that the company must erase the effect of a unit of data on the AI model in addition to deleting the data, companies using AI must find ways to granularly explain how a model works and fine tune the model to "forget" that data in question.

Moreover, the rapid developments in the ICT industry, resulting in improved possibilities to obtain large amounts of data, as well as an ever-increasing processing power of computing devices, make it easier to validate and fine-tune simulation models based on empirical data.

The SECV curves were used to give an initial indication of the behaviour of the model while the PRESS curves were used to fine tune the model.