scaleFeatures: Scale Features

View source: R/normalization.R

scaleFeaturesR Documentation

Scale Features

Description

Scale Features

Usage

scaleFeatures(
  dataset = NULL,
  temp = F,
  scaling = c("sum", "median", "range", "centered", "standardized", "relative", "none"),
  sum_scale = 1e+06,
  silent = F
)

Arguments

dataset

MicroVis dataset (mvdata object)

temp

If set to TRUE, it tells processDataset() to NOT update the active dataset.

scaling

Method for scaling features. Choices are "sum", "none", "relative", "median", "range", "centered", and "standardized". Default is "sum".

sum_scale

Number of reads to scale each feature to. Default is 1 million.

silent

Argument that is ultimately passed onto runSampleFilter(), runNormalization(), and runFeatureFilter(), telling them not to output any messages.

Value

Microvis dataset (mvdata object) with features scaled.


microresearcher/MicroVis documentation built on Feb. 8, 2024, 10:59 a.m.