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Introduction to error estimation in pattern recognition

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Introduction to error estimation in pattern recognition

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Juan Císcar, A.; Sanchis Navarro, JA.; Civera Saiz, J. (2019). Introduction to error estimation in pattern recognition. http://hdl.handle.net/10251/121153

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Title: Introduction to error estimation in pattern recognition
Author:
UPV Unit: Universitat Politècnica de València. Escola Tècnica Superior d'Enginyeria Informàtica
Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Issued date:
Abstract:
The training objectives of the learning object are: 1) To compute the theoretical error of a classifier; 2) To compute the Bayes error: 3) To estimate the error of a classifier by resubstitution; and 4) To estimate the ...[+]
Subjects: Classifier error , Bayes error , Resubstitution estimator , Holdout estimator , Confidence interval for the holdout estimator
UNESCO code: 1203 - Ciencias de la Computación
Copyrigths: Reconocimiento (by)
Type: Objeto de aprendizaje
URL: https://polimedia.upv.es/visor/?id=762de120-709f-11e9-a7d3-3df1cef1857d
Learning Resource Type: Polimedia
Educational description: Learning object to introduce error estimation in pattern recognition that needs to be supplemented by class exercises.
Intended End User Role: Alumno
Context: Primer ciclo
Difficulty: Dificultad media
Interactivity Level: Muy bajo
Semantic Density: Medio
Typical Learning Time: 15 horas 00 minutos
Educational language: Inglés
Access rigths: PUBLICO

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