Evaluating and selecting features via information theoretic lower bounds of feature inner correlations for high-dimensional data
Yishi Zhang, Ruilin Zhu, Zhijun Chen, Jie Gao, De Xia
Topics & Concepts
Feature selectionMinimum redundancy feature selectionPreprocessorRedundancy (engineering)Computer scienceFeature (linguistics)Complementarity (molecular biology)Data miningAlgorithmPattern recognition (psychology)Artificial intelligenceMathematicsLinguisticsBiologyPhilosophyOperating systemGeneticsGene expression and cancer classificationFace and Expression RecognitionStatistical Methods and Inference