公开(公告)号：US20210334677A1

公开(公告)日：2021-10-28

申请号：US16858657

申请日：2020-04-26

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Sai Zeng ,  Braulio Gabriel Dumba ,  Jun Duan ,  Matthew Staffelbach ,  Emrah Zarifoglu ,  Umar Mohamed Iyoob ,  Manish Mahesh Modh

IPC: G06N5/04 ,  G06N20/00

Abstract: A machine learning assessment system is provided. The system identifies multiple datasets and multiple machine learning (ML) modeling algorithms based on the client profile. The system assesses a cost of data collection for each dataset of the multiple datasets. The system assesses a performance metric for each ML modeling algorithm of the multiple modeling algorithms. The system recommends a dataset from the multiple datasets and an ML modeling algorithm from the multiple ML modeling algorithm based on the assessed costs of data collection for the multiple datasets and the assessed performance metrics for the multiple ML modeling algorithms.