US 2022/0027680 A1 · METHODS AND SYSTEMS FOR FACILITATING CLASSIFICATION OF LABELLED DATA

Abstract

Disclosed herein is a method for facilitating classification of labelled data. Accordingly, the method may include receiving, using a communication device, a tabulated value file from a device, analyzing, using a processing device, the tabulated value file, determining, using the processing device, a complexity of the labelled data of the tabulated value file with respect to machine learning methods used for generating a machine learning model for classifying the labelled data based on the analyzing, identifying, using the processing device, a machine learning method of the machine learning methods based on the determining, configuring, using the processing device, a topology of a machine learning model associated with the machine learning method based on the identifying, training, using the processing device, a parameter of the machine learning model based on the configuring, generating, using the processing device, an executable classifier, and storing, using a storage device, the executable classifier.

Claims20

Dependent claims

A method for facilitating classification of labelled data, the method comprising:

receiving, using a communication device, at least one tabulated value file from at least one device;
analyzing, using a processing device, the at least one tabulated value file;
determining, using the processing device, a complexity of the labelled data of the at least one tabulated value file with respect to a plurality of machine learning methods used for generating a machine learning model for classifying the labelled data based on the analyzing;
identifying, using the processing device, a machine learning method of the plurality of machine learning methods based on the determining;
configuring, using the processing device, a topology of a machine learning model associated with the machine learning method based on the identifying;
training, using the processing device, at least one parameter of the machine learning model based on the configuring;
generating, using the processing device, an executable classifier based on the training, wherein the executable classifier is configured for classifying the labelled data of the at least one tabulated file based on executing of the executable classifier;
and
storing, using a storage device, the executable classifier.

6 more elements

A system for facilitating classification of labelled data, the system comprising:

a communication device configured for receiving at least one tabulated value file from at least one device;
a processing device communicatively coupled with the communication device, wherein the processing device is configured for:
analyzing the at least one tabulated value file;
determining a complexity of the labelled data of the at least one tabulated value file with respect to a plurality of machine learning methods used for generating a machine learning model for classifying the labelled data based on the analyzing;
identifying a machine learning method of the plurality of machine learning methods based on the determining;
configuring a topology of a machine learning model associated with the machine learning method based on the identifying;
training at least one parameter of the machine learning model based on the configuring;
and
generating an executable classifier based on the training, wherein the executable classifier is configured for classifying the labelled data of the at least one tabulated file based on executing of the executable classifier;
and
a storage device communicatively coupled with the processing device,
wherein the storage device is configured for storing the executable classifier.

9 more elements

Dependencies are inferred from the claim text.

Methods and systems for facilitating classification of labelled data

Life of this patent

Methods and systems for facilitating classification of labelled data

Life of this patent

Abstract

Claims20