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

cmsFunction for computing the mean of each column in a 'matrix'
colSdsFunction for computing the standard deviation of each column...
corDissCorrelation and moving correlation dissimilarity measurements...
cSdsStandard deviation of columns
e2mA function for transforming a matrix from its Euclidean spcae...
fastDistA fast distance algorithm for two matrices written in C++
fastDistVVA fast (parallel for linux) algorithm of (squared) Euclidean...
fastDistVVLA fast (serial) algorithm of (squared) Euclidean...
fDissEuclidean, Mahalanobis and cosine dissimilarity measurements
foplsfast orthogonal scores algorithn of partial leat squares...
getPredictionsExtract predictions from an object of class 'mbl'
gprCvCross validation for Gaussian process regression
gprdpGaussian process regression with linear kernel (gprdp)
gpr.dpGaussian process regression with dot product covariance
isubsetiterator that re-organize and subset a matrix based on...
locFitnpredLocal multivariate regression
mblA function for memory-based learning (mbl)
mblControlA function that controls some aspects of the memory-based...
minDissVA function to compute indices of minimum values of a distance...
movcorDistMoving/rolling correlation distance of two matrices
neigCleaningA function for identifying samples that do not belong to any...
oplsorthogonal scores algorithn of partial leat squares (opls)
orthoDissA function for computing dissimilarity matrices from...
orthoProjectionOrthogonal projections using partial least squares and...
pgpcv_cppInternal Cpp function for performing leave-group-out cross...
plot.mblPlot method for an object of class 'mbl'
plot.orthoProjectionPlot method for an object of class 'orthoProjection'
plsCvCross validation for PLS regression
pplscv_cppInternal Cpp function for performing leave-group-out cross...
predgprdpPrediction function for the 'gprdp' function (Gaussian...
pred.gpr.dpPrediction function for "gpr.dp" (Gaussian process regression...
predoplsPrediction function for the 'opls' and 'opls2' functions
print.localOrthoDissPrint method for an object of class 'orthoDiss'
print.mblPrint method for an object of class 'mbl'
print.orthoProjectionPrint method for an object of class 'orthoProjection'
projectplsProjection function for the 'opls' function
resemble-packageOverview of the functions in the resemble package
sidA function for computing the spectral information divergence...
simEvalA function for evaluating similarity/dissimilarity matrices...
smplA simple ramdom sampling function
sqrtSmSquare root of (square) symetric matrices
waplswCppInternal Cpp function for computing the weights of the PLS...
wapls.weightsInternal function for computing the weights of the PLS...
wcolSdsFunction for identifiying the column in a 'matrix' with the...
which_minA function to compute row-wise index of minimum values of a...
which_minVA function to compute indices of minimum values of a distance...
resemble documentation built on May 29, 2017, 6:40 p.m.