A Review of Feature Selection and Feature Extraction Methods Applied on Microarray Data

Table 1

Deterministic versus randomised wrappers.

Deterministic	Randomised
Small overfitting risk	High overfitting risk
Prone to local optima	Less prone to local optima
Classifier dependent	Classifier dependent
—	Computationally intensive

Comparison between deterministic and randomised wrappers.