Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Using inductive learning techniques to construct explanatory models for large, high-dimensional data sets is a useful way to discover useful information. Hover, these models can be difficult for users to understand.  have developed a set of visualization methods that enable a user to evaluate the quality of learned models, to compare alternative models, and identify ways in which a model might be improved  describe the visualization techniques  have explored, including methods for high-dimensional data space projection, variable/class correlation, instance mapping, and model sampling  show the results of applying these techniques to several models built from a benchmark data set of census data.
['Marie desJardins', 'Penny Rheingans']
I am writing a research paper on a idea Visualization of high-dimensional model characteristics
[{"from": "human", "value": "I am writing a research paper on a idea Visualization of high-dimensional model characteristics"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Using inductive learning techniques to construct explanatory models for large, high-dimensional data sets is a useful way to discover useful information. Hover, these models can be difficult for users to understand.  have developed a set of visualization methods that enable a user to evaluate the quality of learned models, to compare alternative models, and identify ways in which a model might be improved  describe the visualization techniques  have explored, including methods for high-dimensional data space projection, variable/class correlation, instance mapping, and model sampling  show the results of applying these techniques to several models built from a benchmark data set of census data."}]