Publication | Closed Access
Multistage pattern recognition with reject option
72
Citations
1
References
2003
Year
Unknown Venue
EngineeringMachine LearningBiometricsSingle-stage ClassifierClassification MethodImage AnalysisReject OptionData MiningPattern RecognitionManagementSystems EngineeringPattern AnalysisDecision TheoryMultiple Classifier SystemMachine VisionPredictive AnalyticsMultistage Pattern RecognitionComputer ScienceStatistical Pattern RecognitionSignal ProcessingData ClassificationClassificationClassifier SystemMultistage ClassifierPattern Recognition Application
The idea of constructing a multistage pattern classification system with reject option is presented and conditions in terms of upper bounds of the cost of higher-stage measurements for a multistage classifier to give lower decision risk than a single-stage classifier are derived.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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