What is Feature

These are attributes in a data table. Learn more in: An Uncertainty-Based Model for Optimized Multi-Label Classification

Is anything users or client programs might want to control about a concept? Is a coherent and identifiable bundle of system functionality that helps characterize the system from the user perspective? Is a prominent or distinctive user-visible aspect, quality, or characteristic of a software system or systems? Learn more in: Integrating Domain Analysis into Formal Specifications

A function of the basic measurement variables or attributes that specifies some quantifiable property of an object and is useful for classification and/or pattern recognition. Learn more in: A Novel Fuzzy Logic Classifier for Classification and Quality Measurement of Apple Fruit

Anything users or client programs might want to control about a concept. a coherent and identifiable bundle of system functionality that helps characterize the system from the user perspective. a prominent or distinctive user-visible aspect, quality, or characteristic of a software system or systems. Learn more in: Enhancing Formal Methods with Feature Models in MDD

Numerical measure describing an aspect of music which is useful for Music IR tasks. Multiple features together are also refered to as feature set. The term descriptor is frequently used as synonym for the terms feature or feature set. Learn more in: Music Information Retrieval

The fundamental unit of geospatial information. For example, depending on the application, a feature could be any part of the landscape, whether natural (such as a stream or ridge) or artificial (such as a road or power line). A feature object then corresponds to a real-world or abstract entity. Attributes of this feature object describe measurable or describable phenomena about this entity. Feature object instances derive their semantics and valid use or analysis from the corresponding real-world entities’ meaning. Learn more in: Spatial Data Integration Over the Web

A standard element characterized by both technological and geometrical parameters that have meaning in the definition and machining of a part. Learn more in: Decision Making and Support Tools for Design of Machining Systems

A function of the basic measurement variables or attributes that specifies some quantifiable property of an object and is useful for classification and/or pattern recognition. Learn more in: Feature Extraction Techniques: Fundamental Concepts and Survey

An attribute or characteristic of an object that can be used to develop a classifier. Learn more in: Art Innovative Systems for Value Tagging

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Designates specific characteristics and programs of action, found in software, artefacts and processes. In this sense, a feature is understood to exist as part of a virtual object, a software application, or a workflow, irrespective of its employment by an actor in a given environment. Learn more in: Creative Collaborative Virtual Environments

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Selection: Data mining method to select the best features to carry out a certain application. Learn more in: Feature Selection Methods to Extract Knowledge and Enhance Analysis of Ventricular Fibrillation Signals

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A functionality used to differ products in a product line. Learn more in: Recommending Mechanisms for Modularizing Mobile Software Variabilities

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It is a set of values representing the characteristics of an object of an image. This features are used for recognition purpose using artificial neural network. Learn more in: Development of a Stop-Line Violation Detection System for Indian Vehicles

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A measurable property which helps in prediction of necessary information. Learn more in: Introduction and Implementation of Machine Learning Algorithms in R

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A feature is an application object that represents a physical entity, e.g. a building, a river, or a person. A feature may or may not have geometric aspects. Learn more in: Querying GML: A Pressing Need

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A structure that characterizes a system, an object, or a class and makes it distinct is called a feature. Learn more in: An Extensive Text Mining Study for the Turkish Language: Author Recognition, Sentiment Analysis, and Text Classification

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An aspect, a dimension. Learn more in: Peripheral Vision: Engaging Multimodal Social Media Datasets to Differentiate MOOC Platforms by Course Offerings and User Bases

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