Robotics & Machine Learning Daily News2024,Issue(Dec.9) :184-188.

Patent Application Titled 'Methods And Systems For Developing Decision Tree Mach ine Learning Models' Published Online (USPTO 20240386287)

Robotics & Machine Learning Daily News2024,Issue(Dec.9) :184-188.

Patent Application Titled 'Methods And Systems For Developing Decision Tree Mach ine Learning Models' Published Online (USPTO 20240386287)

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Abstract

Reporters obtained the following quote from the background information supplied by the inventors:“Machine learning (ML) models and algorithms may be used to ge nerate a prediction, classification,and/or other type of output based on input data. Decision trees are a prominent type of ML model. Ingeneral, a decision tr ee is a supervised learning method used for classification and regression. A dec ision tree may be an ML model configured to predict the value of a target variab le by learning simple decisionrules inferred from data features used to build a nd/or train the decision tree. As such, decision treesmay provide a condition-b ased model for predicting an outcome, for example, configured as a series of ifthen-else statements providing a decision boundary to predict a given outcome.

Key words

Business/Capital One Services LLC/Cybo rgs/Decision Trees/Emerging Technologies/Machine Learning

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

ISSN:
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