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Figure 7 | BMC Bioinformatics

Figure 7

From: Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass gene expression data

Figure 7

Limits of ( U S )1-αand ( 1 R S ) 1 − ρ MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaadaqadaqaamaalaaabaGaeGymaedabaGaemOuai1aaSbaaSqaaiabdofatbqabaaaaaGccaGLOaGaayzkaaWaaWbaaSqabeaacqaIXaqmcqGHsisliiGacqWFbpGCaaaaaa@3598@ in extreme situations of near-maximum and near-minimum redundancy. (U S )1-α and ( 1 R S ) 1 − ρ MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaadaqadaqaamaalaaabaGaeGymaedabaGaemOuai1aaSbaaSqaaiabdofatbqabaaaaaGccaGLOaGaayzkaaWaaWbaaSqabeaacqaIXaqmcqGHsisliiGacqWFbpGCaaaaaa@3598@ plotted against α and ρ respectively and (V S )α plotted against the DDP in the cases where (a) redundancy is close to the theoretical maximum, and (b) redundancy is close to the theoretical minimum, and (c) magnification of plot (b) for (U S )1-α and (V S )α.

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BMC Bioinformatics

ISSN: 1471-2105

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