Invention Grant
- Patent Title: Using an integerized representation for large-scale machine learning data
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Application No.: US14105262Application Date: 2013-12-13
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Publication No.: US09805312B1Publication Date: 2017-10-31
- Inventor: Tal Shaked , Tushar Deepak Chandra , Yoram Singer , Tze Way Eugene Ie , Joshua Redstone
- Applicant: Google Inc.
- Applicant Address: US CA Mountain View
- Assignee: Google Inc.
- Current Assignee: Google Inc.
- Current Assignee Address: US CA Mountain View
- Agency: Fish & Richardson P.C.
- Main IPC: G06N99/00
- IPC: G06N99/00
Abstract:
Methods and systems for replacing feature values of features in training data with integer values selected based on a ranking of the feature values. The methods and systems are suitable for preprocessing large-scale machine learning training data.
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