Classification using LS-PLS for Logistic Regression

BreastCancer | Gene expression and clinical data used to predict the... |

CentralCNS | Gene expression and clinical data used to predict tumors of... |

cv.lspcr.glm | Cross-validation for LS-PCR model for logistic regression |

cv.lspls.glm | Cross-validation for LS-PLS model for logistic regression |

fit.lspcr.glm | Fitting a LS-PCR model for logistic regression |

fit.lspls.glm | Fitting LS-PLS for generalized model for logistic regression |

lspls | Weighted LS-PLS gaussian regression |

pls | Weighted PLS gaussian regression |

predict.lspcr.glm | Predict method for LS-PCR fits. |

predict.lspls.glm | Predict method for LS-PLS model fits. |

preselected.sample | Selected randomized controlled random sample |

SIS.selection | Sure Independence Screening |

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