公开(公告)号：US20200053108A1

公开(公告)日：2020-02-13

申请号：US16057732

申请日：2018-08-07

Applicant: APPLE INC.

Inventor： Gencer Cili ,  Sairam T. Gutta ,  Eyal Gurgi ,  Moshe Neerman ,  Mor Doron ,  Franco Travostino ,  Naftali Sommer

IPC: H04L29/06 ,  G06F11/07 ,  G06K9/62 ,  G06N99/00 ,  G06F17/30

Abstract: The subject technology receives an input data set including rows of values for features of the input data set, each row including a different combination of values for the features. The subject technology classifies one or more rows of values as an anomaly based on anomaly scores determined for each of the rows of values. The subject technology determines a subset of the different features that affect the anomaly scores of the one or more rows classified as the anomaly. The subject technology determines a root cause for at least one of the rows classified as the anomaly based on values of the subset of the different features for the at least one of the rows. The subject technology provides an indication of the root cause to a device to enable the device to perform an action when encountering conditions corresponding to the root cause at a subsequent time.