Name of the Method |
Filter |
Wrapper |
Embedded |
Other |
---|---|---|---|---|

Signal-to-noise-Ratio(SNR) [^{65}-^{69}] |
Y |
X |
X |
X |

t-test [^{121}] |
Y |
X |
X |
X |

Euclidean Distance [^{66}, ^{67}] |
Y |
X |
X |
X |

Bayesian Network [^{64}] |
Y |
X |
X |
X |

Information Gain (IG) [^{63}] |
Y |
X |
X |
X |

Correlation-based Feature Selection [^{70}] |
Y |
X |
X |
X |

FCBF [^{71}] |
Y |
X |
X |
X |

ReliefF [^{69}] |
Y |
X |
X |
X |

mRMR method [^{72}] |
Y |
X |
X |
X |

EFA [^{73}] |
Y |
X |
X |
X |

PCC [^{66}, ^{86}] |
Y |
X |
X |
X |

SAM [^{87}, ^{115}] |
Y | X | X | X |

correlation coefficient [^{114}] |
Y | X | X | X |

redundancy based filter [^{110}] |
Y | X | X | X |

BIRS [^{74}] |
X | Y | X | X |

Classical wrapper search algorithm [^{75}] |
X | Y | X | X |

GA-KDE-Bayes [^{76}] |
X | Y | X | X |

SPS [^{77}] |
X | Y | X | X |

RGS-PSO [^{118}] |
X | Y | X | X |

FRFS [^{79}] |
X | X | Y | X |

IFP [^{80}] |
X | X | Y | X |

KP-SVM [^{81}] |
X | X | Y | X |

PAC-Bayes [^{82}] |
X | X | Y | X |

Random Forest [^{83}] |
X | X | Y | X |

Recursive Feature Elimination (SVM-RFE) |
X | X | Y | X |

Ensemble feature selection (EF) [^{84}] |
X | X | X | Y |

MFMW [^{85}] |
X | X | X | Y |

SNR-PSO [^{49}] |
X | X | X | Y |

BBO [^{117}] |
X | X | X | Y |