FOLIO Ontology

Identification

IRI:
https://folio.openlegalstandard.org/RBgKmqW5bzUXT06JKTKwTwq
Label Feature Engineering
Preferred Label N/A
Identifier N/A
Alternative Labels
Attribute Engineering Data Attribute Optimization Feature Extraction Predictive Feature Development Variable Transformation

Definition

Feature Engineering is the process of selecting, transforming, and creating input features from raw data to improve the performance and accuracy of machine learning models. This involves extracting meaningful attributes that capture essential patterns within the data, thereby enhancing the model's ability to make accurate predictions.

Class Relationships

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See Also

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Parent Class Of 0

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Class Hierarchy Visualization

Interactive graph showing class relationships - click on any node to navigate to that class

Additional Information

Metadata

Comment

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Description

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Notes

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Editorial Information

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Editorial Note

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Deprecated

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Source and Origin

No source or origin information available