METHOD AND DEVICE FOR CREATING AND TRAINING MACHINE LEARNING MODELS

A method and a device for creating and training machine learning models is disclosed. In an embodiment, a method for training a machine learning model for identifying entities from data includes creating a first plurality of clusters from a first plurality of data samples in a first dataset and a se...

Full description

Saved in:
Bibliographic Details
Main Authors GUPTA, MRINAL, KADAM, KARTIK NIVRITTI, KUMAR, AMIT, BALARAMAN, MRIDUL, SINGH, MADHUSUDAN, SINGH, BHUPINDER, SURESH, VIDYA
Format Patent
LanguageEnglish
Published 06.01.2022
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
Online AccessGet full text

Cover

More Information
Summary:A method and a device for creating and training machine learning models is disclosed. In an embodiment, a method for training a machine learning model for identifying entities from data includes creating a first plurality of clusters from a first plurality of data samples in a first dataset and a second plurality of clusters from a second plurality of data samples in a second dataset. The method further includes determining a rank for each of the first plurality of clusters and a rank for each of the second plurality of clusters. The method includes retraining the machine learning model using at least one of the first plurality of clusters weighted based on the rank determined for each of the first plurality of clusters and at least one of the second plurality of clusters weighted based on the rank determined for each of the second plurality of clusters.
Bibliography:Application Number: US201917280902