公开(公告)号：US20240289688A1

公开(公告)日：2024-08-29

申请号：US18444445

申请日：2024-02-16

申请人： Intuit Inc.

发明人： Yuan ZHOU ,  Shashank SHASHIKANT RAO ,  Sricharan KALLUR PALLI KUMAR

IPC分类号： G06N20/00

CPC分类号： G06N20/00

摘要： Systems and methods for training machine learning models are disclosed. An example method includes receiving historical event timing data including event data for a first portion including events from a first time period, and a second portion comprising events from a second time period not including the first time period, predicting, based on the first portion of the historical event timing data, a first plurality of predicted events, the first plurality of predicted events corresponding to the second time period, determining a first subset of predicted events to be accurate predictions based at least in part on comparing the first plurality of predicted events to the historical events occurring within the second time period, generating training data based at least in part on the first subset of the first plurality of predicted events, and training the machine learning model based at least in part on the training data.