Regression and Similarity Evaluation for Memory-Based Learning in Spectral Chemometrics

cms | Function for computing the mean of each column in a 'matrix' |

colSds | Function for computing the standard deviation of each column... |

corDiss | Correlation and moving correlation dissimilarity measurements... |

cSds | Standard deviation of columns |

e2m | A function for transforming a matrix from its Euclidean spcae... |

fastDist | A fast distance algorithm for two matrices written in C++ |

fastDistVV | A fast (parallel for linux) algorithm of (squared) Euclidean... |

fastDistVVL | A fast (serial) algorithm of (squared) Euclidean... |

fDiss | Euclidean, Mahalanobis and cosine dissimilarity measurements |

fopls | fast orthogonal scores algorithn of partial leat squares... |

getPredictions | Extract predictions from an object of class 'mbl' |

gprCv | Cross validation for Gaussian process regression |

gprdp | Gaussian process regression with linear kernel (gprdp) |

gpr.dp | Gaussian process regression with dot product covariance |

isubset | iterator that re-organize and subset a matrix based on... |

locFitnpred | Local multivariate regression |

mbl | A function for memory-based learning (mbl) |

mblControl | A function that controls some aspects of the memory-based... |

minDissV | A function to compute indices of minimum values of a distance... |

movcorDist | Moving/rolling correlation distance of two matrices |

neigCleaning | A function for identifying samples that do not belong to any... |

opls | orthogonal scores algorithn of partial leat squares (opls) |

orthoDiss | A function for computing dissimilarity matrices from... |

orthoProjection | Orthogonal projections using partial least squares and... |

pgpcv_cpp | Internal Cpp function for performing leave-group-out cross... |

plot.mbl | Plot method for an object of class 'mbl' |

plot.orthoProjection | Plot method for an object of class 'orthoProjection' |

plsCv | Cross validation for PLS regression |

pplscv_cpp | Internal Cpp function for performing leave-group-out cross... |

predgprdp | Prediction function for the 'gprdp' function (Gaussian... |

pred.gpr.dp | Prediction function for "gpr.dp" (Gaussian process regression... |

predopls | Prediction function for the 'opls' and 'opls2' functions |

print.localOrthoDiss | Print method for an object of class 'orthoDiss' |

print.mbl | Print method for an object of class 'mbl' |

print.orthoProjection | Print method for an object of class 'orthoProjection' |

projectpls | Projection function for the 'opls' function |

resemble-package | Overview of the functions in the resemble package |

sid | A function for computing the spectral information divergence... |

simEval | A function for evaluating similarity/dissimilarity matrices... |

smpl | A simple ramdom sampling function |

sqrtSm | Square root of (square) symetric matrices |

waplswCpp | Internal Cpp function for computing the weights of the PLS... |

wapls.weights | Internal function for computing the weights of the PLS... |

wcolSds | Function for identifiying the column in a 'matrix' with the... |

which_min | A function to compute row-wise index of minimum values of a... |

which_minV | A function to compute indices of minimum values of a distance... |

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