censor_feature: Censor Outliers
In ZytoHMGU/hetset: Identification of Heterogeneous Subsets in Data

Values of a vector x are interval-censored to k-fold standard deviation around the mean.

1	censor_feature(x, k = 4)

`x`	data to be censored
`k`	number of standard deviations around the mean (default k = 4)

Mean m and standard deviation s of the data x are calculated. All values of x less/greater the threshold m -/+ k * s are set to this threshold.

Censored data

Daniel Samaga

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x <- c(rnorm(100),10)
x <- censor_feature(x = x, k = 2)
hist(x)

ZytoHMGU/hetset documentation built on June 6, 2019, 2:16 p.m.

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