Method and apparatus for managing recommendation models
US-9218605-B2 · Dec 22, 2015 · US
System and method for parameter evaluation
US9104978B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9104978-B2 |
| Application number | US-90018110-A |
| Country | US |
| Kind code | B2 |
| Filing date | Oct 7, 2010 |
| Priority date | Oct 7, 2010 |
| Publication date | Aug 11, 2015 |
| Grant date | Aug 11, 2015 |
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Abstract
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The described implementations relate to machine learning. One implementation provides a technique involving logging data that includes outcomes and values of first and second parameters that are associated with the outcomes. The technique can also include determining an equation that includes a first coefficient for the first parameter and a second coefficient for the second parameter, normalizing the first coefficient based on the values of the first parameter, and normalizing the second coefficient based on the values of the second parameter. The first parameter and the second parameter can be ranked in order of contribution to the outcomes based on the normalized first and second coefficients.
First claim
Opening claim text (preview).
The invention claimed is: 1. A method performed by at least one computer processing unit, the method comprising: logging data including outcomes, first values of a first parameter associated with the outcomes, and second values of a second parameter associated with the outcomes; using a machine learning technique to learn an equation from the data, wherein the equation comprises: a first term including the first parameter, the second parameter, and a learned first coefficient t…
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- G06N99/005Primary
Physics · mapped topic
- G06N20/00Primary
Physics · mapped topic
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Frequently asked questions
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- What does patent US9104978B2 cover?
- The described implementations relate to machine learning. One implementation provides a technique involving logging data that includes outcomes and values of first and second parameters that are associated with the outcomes. The technique can also include determining an equation that includes a first coefficient for the first parameter and a second coefficient for the second parameter, normaliz…
- Who is the assignee on this patent?
- Zeine Hatem, Shmouely Meir, Microsoft Technology Licensing Llc
- What technology area does this patent fall under?
- Primary CPC classification G06N99/005. Mapped technology areas include Physics.
- When was this patent published?
- Publication date Tue Aug 11 2015 00:00:00 GMT+0000 (Coordinated Universal Time) (B2). Legal status and post-grant events are not shown on this page.
- What related patents are in patentsdb?
- We list 8 related publications on this page (citations in our corpus or others sharing the same primary CPC).