Invention Grant
- Patent Title: Systems for estimating terminal event likelihood
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Application No.: US17402788Application Date: 2021-08-16
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Publication No.: US12154042B2Publication Date: 2024-11-26
- Inventor: Vibhor Porwal , Ayush Chauhan , Aurghya Maiti , Gaurav Sinha , Ruchi Sandeep Pandya
- Applicant: Adobe Inc.
- Applicant Address: US CA San Jose
- Assignee: Adobe Inc.
- Current Assignee: Adobe Inc.
- Current Assignee Address: US CA San Jose
- Agency: FIG. 1 Patents
- Main IPC: G06N7/01
- IPC: G06N7/01 ; G06F18/214 ; G06F18/2321 ; G06F18/23213 ; G06N5/046 ; G06N20/00 ; G06F9/54

Abstract:
In implementations of systems for estimating terminal event likelihood, a computing device implements a termination system to receive observed data describing values of a treatment metric and indications of a terminal event. Values of the treatment metric are grouped into groups using a mixture model that represents the treatment metric as a mixture of distributions. Parameters of a distribution are estimated for each of the groups and mixing proportions are also estimated for each of the groups. In response to receiving a user input requesting an estimate of a likelihood of the terminal event for a particular value of the treatment metric, the termination system generates an indication of the estimate of the likelihood of the terminal event for the particular value based on a distribution density at the particular value for each of the groups and a probability of including the particular value in each of the groups.
Public/Granted literature
- US20230051416A1 Systems for Estimating Terminal Event Likelihood Public/Granted day:2023-02-16
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