gptkbp:instanceOf
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patent
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gptkbp:abstract
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A method for improving machine learning algorithms.
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gptkbp:applicationNumber
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gptkb:US_350,123,484
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gptkbp:applicationPublicationNumber
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gptkb:US_2022/0001234_A1
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gptkbp:applicationType
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utility
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gptkbp:assignee
|
gptkb:Tech_Innovations_LLC
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gptkbp:citedBy
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gptkb:US_350,123,485
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gptkbp:claims
|
20
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gptkbp:class
|
G06N 10/00
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gptkbp:description
|
This patent describes a novel approach to enhance machine learning.
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gptkbp:examiner
|
Jane_Smith
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gptkbp:expirationDate
|
2043-01-01
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gptkbp:fieldOfInvention
|
computer science
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gptkbp:fieldOfUse
|
artificial intelligence
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gptkbp:filingDate
|
2022-01-01
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gptkbp:firstClaim
|
A computer-readable medium storing instructions.
A method for data preprocessing.
A method for feature selection.
A method for model evaluation.
A method for training a neural network.
A method for hyperparameter tuning.
A system for optimizing machine learning performance.
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gptkbp:grantDate
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2023-01-01
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https://www.w3.org/2000/01/rdf-schema#label
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US 350,123,484
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gptkbp:internationalClassification
|
G06F 17/30
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gptkbp:inventor
|
gptkb:John_Doe
|
gptkbp:inventorCountry
|
gptkb:USA
|
gptkbp:issuedBy
|
gptkb:John_Doe
|
gptkbp:issuedOn
|
2023-01-01
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gptkbp:legalStatus
|
active
|
gptkbp:maintenanceFee
|
paid
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gptkbp:ninthClaim
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A method for cross-validation.
A method for ensemble learning.
A method for transfer learning.
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gptkbp:nonPatentCitation
|
IEEE Paper on Machine Learning
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gptkbp:patentCitation
|
gptkb:US_350,123,485
|
gptkbp:patentFamily
|
US_350,123,484_family
|
gptkbp:patentInventor
|
20 years
|
gptkbp:patentNumber
|
350123484
|
gptkbp:patentOffice
|
gptkb:USPTO
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gptkbp:patentStatus
|
active
|
gptkbp:patentType
|
granted patent
|
gptkbp:priorityDate
|
2021-06-15
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gptkbp:relatedApplication
|
gptkb:US_350,123,486
|
gptkbp:relatedPatent
|
gptkb:US_350,123,485
|
gptkbp:relatedTo
|
machine learning
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gptkbp:status
|
granted
|
gptkbp:subclass
|
G06N 10/02
|