CharacterizeIn
Characterizein is a term used in theoretical discussions and some practical tools to describe the process of determining and documenting the defining features of an object, dataset, or system. In practice, characterization seeks to produce a concise description that distinguishes the subject from others and supports prediction, comparison, or replication.
Etymology and scope: The form is a portmanteau of "characterize" and the common suffix -in found in
Applications: Fields where characterization is discussed include data science, linguistics, software engineering, and biology. In data
Methods: Typical steps involve defining the target of interest, gathering relevant observations, selecting informative features, building
Limitations and see also: Limitations include subjectivity in feature selection, potential biases, and the challenge of