Predictive model variable management
First Claim
1. A machine-based method comprising:
- providing a graphical user interface that enables a user of a model generation tool to view and manage subgroups of variables associated with generation of a predictive model, the variables including source variables that are associated with attributes of original data and derived variables subsequently modified from the source variables, one of the subgroups being identified as containing variables that are contributory and another of the subgroups being identified as containing variables that are non-contributory.
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Accused Products
Abstract
Models are generated using a variety of tools and features of a model generation platform. For example, in connection with a project in which a user generates a predictive model based on historical data about a system being modeled, the user is provided through a graphical user interface a structured sequence of model generation activities to be followed, the sequence including dimension reduction, model generation, model process validation, and model re-generation. A graphical user interface enables a user of a model generation tool to view and manage subgroups of variables associated with generation of a predictive model including original source variables and derived variables; variable response functions are displayed; variables are edited and transformed into new more predictive variables.
139 Citations
21 Claims
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1. A machine-based method comprising:
providing a graphical user interface that enables a user of a model generation tool to view and manage subgroups of variables associated with generation of a predictive model, the variables including source variables that are associated with attributes of original data and derived variables subsequently modified from the source variables, one of the subgroups being identified as containing variables that are contributory and another of the subgroups being identified as containing variables that are non-contributory. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A machine-based method comprising:
in connection with a project in which a user generates a predictive model based on historical data about a system being modeled, enabling the user through a graphical user interface to manage and view information about a distribution of predictor variables associated with the data, the distribution being determined based on strength of measurement of the predictor variables. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21)
Specification