Automated machine learning feature processing
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United States of America Patent
Stats
-
Sep 13, 2022
Grant Date -
Feb 15, 2018
app pub date -
Aug 29, 2016
filing date -
Aug 10, 2016
priority date (Note) -
In Force
status (Latency Note)
Importance
Abstract
Systems and methods for machine learning feature processing are disclosed. An example method includes: selecting a predefined number of machine-based transactions; identifying a first set of features based on the predefined number of machine-based transactions; and applying a machine learning feature selection algorithm to identify a second set of features. The second set of features is smaller than the first set of features, and the second set of features includes no more than a predefined number of features. The method also includes constructing a decision tree based on the second set of features, wherein the decision tree has a depth that is less than a predefined depth. The method optionally includes limiting the total number of features in the second set to no greater than the predefined number of features.
First Claim
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International Classification(s)
- 2016 Application Filing Year
- G06N Class
- 4474 Applications Filed
- 2715 Patents Issued To-Date
- 60.69 % Issued To-Date
Cited Art Landscape
Patent Citation Ranking
- 2 Citation Count
- G06N Class
- 73.15 % this patent is cited more than
- 3 Age
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