发明名称 |
SYSTEMS AND METHODS FOR INTERACTIVE GRAPHS FOR BUILDING PENALIZED REGRESSION MODELS |
摘要 |
A graphical display of values generated according to a penalized regression model for multiple parameters of a data set shows the values as a graph having a first axis that represents magnitude of multiple parameter estimates of the penalized regression model and having a second axis that represents parameter estimate values of the multiple parameters of the penalized regression model. A user input is received that comprises a change to a parameter handle of the graphical display and changes at least one data parameter of the penalized regression model. The graphical display is changed such that the graphical display shows a representation of the values for the penalized regression model in accordance with the changes. |
申请公布号 |
US2015331963(A1) |
申请公布日期 |
2015.11.19 |
申请号 |
US201514597988 |
申请日期 |
2015.01.15 |
申请人 |
SAS Institute Inc. |
发明人 |
Barker Clayton Adam |
分类号 |
G06F17/30;G06N99/00;G06F3/0481 |
主分类号 |
G06F17/30 |
代理机构 |
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代理人 |
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主权项 |
1. A computer program product tangibly embodied in a non-transitory machine-readable storage medium that includes instructions configured to be executed to cause a data processing apparatus to perform a method comprising:
presenting a graphical display that shows a representation of values generated according to a penalized regression model for multiple parameters of a data set, wherein the represented values of the graphical display show a graph having a first axis that represents magnitude of multiple parameter estimates of the penalized regression model and having a second axis that represents parameter estimate values of the multiple parameters of the penalized regression model; receiving a user input request for changing the graphical display of the representation of values, wherein the received user input request comprises a change to a parameter handle of the graphical display such that the change in the parameter handle indicates a change to at least one data parameter of the penalized regression model; calculating changes to the represented values of the penalized regression model in response to the received user input request; and changing the graphical display such that the changed graphical display shows a representation of the values for the penalized regression model in accordance with the calculated changes. |
地址 |
Cary NC US |