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Table 1 Comparison of different mapping functions for LDR-based methods.

From: MicroRNA identification using linear dimensionality reduction with explicit feature mapping

Mapping Method

SE

SP

G m

No mapping

69.17%

98.94%

82.72%

Polynomial

76.99%

96.98%

86.41%

RBF

85.23%

92.90%

88.99%

  1. A comparison between mapping functions, polynomial and RBF, when using LDR on different pairs of features.