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Model Training for Multiple Data Spaces for Pattern Classification and Detection
专利权人:
PAYPAL, INC.
发明人:
Paul Saurabh,Munavalli Rajesh
申请号:
US201615240614
公开号:
US2018053105(A1)
申请日:
2016.08.18
申请国别(地区):
美国
年份:
2018
代理人:
摘要:
Various systems, mediums, and methods to process requests involve retrieving a first pattern detection model that is configured to detect a plurality of first patterns based on features of the first patterns. Processing the requests also includes retrieving a plurality of second patterns and selecting a plurality of second features for detecting the plurality of second patterns. Processing the requests further includes generating a second pattern detection model by incorporating one or more of the second feature into the first pattern detection model to create an interim pattern detection model and to train the interim model by second patterns. Then a request having a request pattern is received and based on the second detection model a pattern detection score is generated for the received request. The request is processed based on the detection score. In some embodiments, the user activity patterns are associated with the requests.
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