System for reducing transaction failure
US-12175472-B2 · Dec 24, 2024 · US
Generating training documents
US9002102B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9002102-B2 |
| Application number | US-201213725487-A |
| Country | US |
| Kind code | B2 |
| Filing date | Dec 21, 2012 |
| Priority date | Dec 21, 2012 |
| Publication date | Apr 7, 2015 |
| Grant date | Apr 7, 2015 |
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Abstract
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A method of generating training documents for training a classifying device comprises, with a processor, determining a number of sub-samples in a number of original documents, and creating a number of pseudo-documents from the sub-samples, the pseudo-documents comprising a portion of the number of sub-samples. A device for training a classifying device comprises a processor, and a memory communicatively coupled to the processor. The memory comprises a sampling module to, when executed by the processor, determine a number of sub-samples in a number of original documents, a pseudo-document creation module to, when executed by the processor, create a number of pseudo-documents from the sub-samples, the pseudo-documents comprising a portion of the number of sub-samples, and a training module to, when executed by the processor, train a classifying device to classify textual documents based on the pseudo-documents.
First claim
Opening claim text (preview).
What is claimed is: 1. A method of generating training documents for training a classifying device comprising, with a processor: determining a number of sub-samples in a number of original documents; and creating a number of pseudo-documents from the sub-samples, the pseudo-documents comprising a portion of the number of sub-samples, in which each of the pseudo-documents are created by deleting a number of the sub-samples through a jackknife statistical method.…
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Physics · mapped topic
- G06N20/00Primary
Physics · mapped topic
Physics · mapped topic
- G06K9/6256Primary
Physics · mapped topic
Physics · mapped topic
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Frequently asked questions
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- What does patent US9002102B2 cover?
- A method of generating training documents for training a classifying device comprises, with a processor, determining a number of sub-samples in a number of original documents, and creating a number of pseudo-documents from the sub-samples, the pseudo-documents comprising a portion of the number of sub-samples. A device for training a classifying device comprises a processor, and a memory commun…
- Who is the assignee on this patent?
- Hewlett Packard Development Co
- What technology area does this patent fall under?
- Primary CPC classification G06N20/00. Mapped technology areas include Physics.
- When was this patent published?
- Publication date Tue Apr 07 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).