Resampling methods for quality assessment of classifier performance and optimal number of features - Fandos, Raquel; Debes, Christian; Zoubir, Abdelhak M. (Signal processing, 2013)
Keywords: Algorithms; Applied sciences; Bootstrap; Classification; Classifier design and evaluation; Classifiers; Confidence intervals; Detection, estimation, filtering, equalization, prediction; Exact sciences and technology; Feature evaluation and selection; Information, signal and communications theory; Optimal dimensionality; Optimization; Pattern recognition; Quality assessment; Resampling; Signal and communications theory; Signal processing; Signal representation. Spectral analysis; Signal, noise; Telecommunications and information theory; Bootstrap; Feature evaluation and selection; Optimal dimensionality; Pattern recognition; Resampling; Classifier design and evaluation; Performance evaluation; Automatic classification; Dimensionality; Probabilistic approach; Probability distribution; Algorithm; Signal classification; Confidence interval; Bootstrapping; Quality control; Testing equipment; Database; Signal processing; Feature extraction; Resampling method; Figure of merit