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Table 1 The calculation and use of four types of R-Correlation

From: iRDA: a new filter towards predictive, stable, and enriched candidate genes

R-Correlation

Calculation

Applied in/to

R1: R(f i ,C)

SU i,C

\(\{\Omega _{k}\},M_{s},G\! \subseteq \!\cup _{u}{M_{s}^{p}}[\!u]\)

  

ε-Estimation

R2: R(f ij ,C)

SU i,j;C

Strongly Relevant f ij

  

ε-Estimation

R3: R(f i ,f j )

SU i,j

ε-Estimation

R4: R(f i ,C|M s )

CMI (f i ,C|M s )

Feature Redundancy