Type

Conference Proceedings

Authors

Richard Reilly

Subjects

Business

Topics
cross validation database electrocardiogram domain administrative staff authors wavelet ecg classification

Classification of the electrocardiogram using selected wavelet coefficients and linear discriminants (2000)

Abstract Twenty-live wavelet coefficients were selected as inputs and cross-validation used to estimate the classifier performance. An overall accuracy of 72.3% was achieved using a database of 500 ECG records independently classified into seven classes. This compared well with published cardiologist classification rates. By introducing a no-classification state, the accuracy increased to 7.9% with 80% of ECG records classified. The method presented here is not specific to the ECG domain and may easily be applied to other classification problems
Collections Ireland -> Trinity College Dublin -> Administrative Staff Authors (Scholarly Publications)
Ireland -> Trinity College Dublin -> Administrative Staff Authors

Full list of authors on original publication

Richard Reilly

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Richard Reilly
Trinity College Dublin
Total Publications: 185