|Consensus Modeling with ValidateIt - Achieve Better Prediction by Combining Models
In drug discovery and other applications, there are many types of property prediction models. By definition all models are simulations of reality. Any single model used for prediction therefore will never be completely accurate.
With Bio‑Rad's KnowItAll Informatics System, multiple predictive models can be combined as a single consensus model to achieve the most accurate predictions. The system can be trained for optimal results in a current project and later retrained for other projects. As a result, the researcher can produce results that are superior to any single model.
*Available as part of certain KnowItAll software packages.