公开(公告)号：US11720825B2

公开(公告)日：2023-08-08

申请号：US16263927

申请日：2019-01-31

Applicant: salesforce.com, inc.

Inventor： Sarah Aerni ,  Luke Sedney ,  Kin Fai Kan ,  Till Christian Bergmann

IPC: G06N20/20 ,  G06F11/34 ,  G06N5/043

CPC classification number: G06N20/20 ,  G06F11/3466 ,  G06N5/043

Abstract: The system and methods of the disclosed subject matter provide an experimentation framework to allow a user to perform machine learning experiments on tenant data within a multi-tenant database system. The system may provide an experimental interface to allow modification of machine learning algorithms, machine learning parameters, and tenant data fields. The user may be prohibited from viewing any of the tenant data or may be permitted to view only a portion of the tenant data. Upon generating an experimental model using the experimental interface, the user may view results comparing the performance of the experimental model with a current production model.

公开(公告)号：US20200250587A1

公开(公告)日：2020-08-06

申请号：US16263927

申请日：2019-01-31

Applicant: salesforce.com, inc.

Inventor： Sarah Aerni ,  Luke Sedney ,  Kin Fai Kan ,  Till Christian Bergmann

IPC: G06N20/20 ,  G06N5/04 ,  G06F11/34

Abstract: The system and methods of the disclosed subject matter provide an experimentation framework to allow a user to perform machine learning experiments on tenant data within a multi-tenant database system. The system may provide an experimental interface to allow modification of machine learning algorithms, machine learning parameters, and tenant data fields. The user may be prohibited from viewing any of the tenant data or may be permitted to view only a portion of the tenant data. Upon generating an experimental model using the experimental interface, the user may view results comparing the performance of the experimental model with a current production model.