Labels normalized cells for CyTOF data and assigns probabilities for each label


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Documentation for package ‘cytofQC’ version 1.8.0

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cytofQC-package cytofQC: Event labeling for quality control of CyTOF data
cytofHist Returns histogram for grouped data
cytofQC cytofQC: Event labeling for quality control of CyTOF data
cytofQCreport Generate a cytofQC report
gbmLabel Returns the final label assignments for a parameter using a gradient boosting machine
initial Returns a specified object from the cytofQC SingleCellExperiment
initialBead Preliminary bead classification
initialDead Preliminary viability classification
initialDebris Preliminary debris classification
initialDoublet Preliminary doublet classification
initialGuess General preliminary classification.
label Returns a specified object from the cytofQC SingleCellExperiment
labelQC Returns the final label assignments the specified parameters
modelData Returns indices for data to be used to create the final classification model
plotInitialGuess Plot preliminary classification from initialGuess
probs Returns a specified object from the cytofQC SingleCellExperiment
readCytof Read in a dataset and prepare it for analysis
rfLabel Returns the final label assignments for a parameter using a random forest
s3vmLabel Returns the final label assignments for a parameter using a semi-supervised support vector machine
scores Returns a specified object from the cytofQC SingleCellExperiment
svmLabel Returns the final label assignments for a parameter using a support vector machine
tech Returns a specified object from the cytofQC SingleCellExperiment