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Table 4 Comparison of feature selection methods.

From: Biomarker Discovery and Redundancy Reduction towards Classification using a Multi-factorial MALDI-TOF MS T2DM Mouse Model Dataset

Method Deterministic Feature Selection p-Values Multi Dimensional Combinations Redundancy
t-Test
F-Test
ANOVA
Swarm Intelligence
GA
This Work
  1. Comparison of different methods for biomarker candidate identification and feature selection.