Invention Grant
- Patent Title: Rule set induction
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Application No.: US15368173Application Date: 2016-12-02
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Publication No.: US10552744B2Publication Date: 2020-02-04
- Inventor: Arun Kumar Jagota , Cem Gurkok
- Applicant: salesforce.com, inc.
- Applicant Address: US CA San Francisco
- Assignee: salesforce.com, inc.
- Current Assignee: salesforce.com, inc.
- Current Assignee Address: US CA San Francisco
- Agency: Dergosits & Noah LLP
- Agent Todd A. Noah
- Main IPC: G06N5/00
- IPC: G06N5/00 ; G06N5/02

Abstract:
System receives inputs, each input associated with a label and having features, creates a rule for each feature, each rule including a feature and a label, each rule stored in a hierarchy, and distributes each rule into a partition associated with a label or another partition associated with another label. System identifies a number of inputs that include a feature for a rule in the rule partition, and identifies another number of inputs that include both the feature for the rule and another feature for another rule in the rule partition. System deletes the rule from the hierarchy if the ratio of the other number of inputs to the number of inputs satisfies a threshold and an additional number of inputs that includes the other antecedent feature is at least as much as the number. System predicts a label for an input including features by applying each remaining rule to the input.
Public/Granted literature
- US20180157988A1 RULE SET INDUCTION Public/Granted day:2018-06-07
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06N | 基于特定计算模型的计算机系统 |
G06N5/00 | 利用基于知识的模式的计算机系统 |