Logic-based Explanations for Linear Support Vector Classifiers with Reject Option

Support Vector Classifier (SVC) is a well-known Machine Learning (ML) model for linear classification problems. It can be used in conjunction with a reject option strategy to reject instances that are hard to correctly classify and delegate them to a specialist. This further increases the confidence...

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Veröffentlicht in:	arXiv.org 2024-03
Hauptverfasser:	Filho, Francisco Mateus Rocha, Rocha, Thiago Alves, Ribeiro, Reginaldo Pereira Fernandes, Neto, Ajalmar Rêgo da Rocha
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classifiers Computer Science - Artificial Intelligence Computer Science - Learning Computer Science - Logic in Computer Science Heuristic methods Machine learning
Online-Zugang:	Volltext
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