Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Gaussian process fitting, or kriging, is often used to create a model from a set of data. Many available software packages do this, but  show that very different results can be obtained from different packages even when using the same data and model. Seven different fitting packages that run on four different platforms are compared using various data functions and data sets that reveal there are stark differences beten the packages. In addition to comparing the prediction accuracy, the predictive variance---which is important for evaluating precision of predictions and is often used in stopping criteria---is also evaluated.
['Collin Erickson', 'Bruce E. Ankenman', 'Susan M. Sanchez']
I am writing a research paper on a idea Comparison of gaussian process modeling software
[{"from": "human", "value": "I am writing a research paper on a idea Comparison of gaussian process modeling software"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Gaussian process fitting, or kriging, is often used to create a model from a set of data. Many available software packages do this, but  show that very different results can be obtained from different packages even when using the same data and model. Seven different fitting packages that run on four different platforms are compared using various data functions and data sets that reveal there are stark differences beten the packages. In addition to comparing the prediction accuracy, the predictive variance---which is important for evaluating precision of predictions and is often used in stopping criteria---is also evaluated."}]