Properties (44)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
patent
|
| gptkbp:abstract |
A system for improving machine learning efficiency.
|
| gptkbp:applicationNumber |
16/123,456
|
| gptkbp:applicationPublicationNumber |
gptkb:US_2021/0123456_A1
|
| gptkbp:applicationStatus |
Published
|
| gptkbp:applicationType |
Utility
|
| gptkbp:assignee |
gptkb:Tech_Innovations_Inc.
|
| gptkbp:citedBy |
US_23,000,000_L2
|
| gptkbp:claims |
20
|
| gptkbp:coInventor |
gptkb:Charlie_Green
|
| gptkbp:description |
This patent describes a novel approach to machine learning.
|
| gptkbp:examiner |
Jane_Smith
|
| gptkbp:fieldOfInvention |
Artificial Intelligence
|
| gptkbp:fieldOfUse |
Data Analysis
|
| gptkbp:filingDate |
2021-05-01
|
| gptkbp:firstClaim |
A method for training a machine learning model.
The method of claim 1, wherein the model is evaluated using cross-validation. The method of claim 1, further comprising data preprocessing. The system of claim 1, wherein the model is a neural network. The method of claim 1, wherein the model is optimized using gradient descent. The system of claim 1, wherein the output is a predictive model. The system of claim 1, wherein the training data is labeled. |
| gptkbp:grantDate |
2023-01-01
|
| https://www.w3.org/2000/01/rdf-schema#label |
US 22,998,901 L2
|
| gptkbp:internationalClassification |
G06N 3/08
|
| gptkbp:inventor |
gptkb:Alice_Johnson
gptkb:Bob_Brown gptkb:John_Doe |
| gptkbp:issuedBy |
gptkb:United_States_Patent_and_Trademark_Office
|
| gptkbp:legalStatus |
Granted
|
| gptkbp:maintenanceFee |
Required
|
| gptkbp:ninthClaim |
The method of claim 1, wherein the model is retrained periodically.
The system of claim 1, wherein the model is deployed in a cloud environment. The system of claim 1, wherein the model supports real-time predictions. |
| gptkbp:patentClassification |
Class 706
|
| gptkbp:patentExpiration |
2041-01-01
|
| gptkbp:patentFamily |
US_22,998,901_L2,_US_22,998,900_L2
|
| gptkbp:patentNumber |
22,998,901
|
| gptkbp:patentType |
Non-Provisional
|
| gptkbp:priorityDate |
2020-05-01
|
| gptkbp:relatedTo |
US_22,998,900_L2
|
| gptkbp:status |
Active
|
| gptkbp:technology |
Machine Learning
|
| gptkbp:title |
Advanced_Machine_Learning_System
|