data_clean {mixgb} | R Documentation |
Data cleaning
Description
The function 'data_clean()' serves the purpose of performing a preliminary check and fix some evident issues. However, the function cannot resolve all data quality-related problems.
Usage
data_clean(rawdata, levels.tol = 0.2)
Arguments
rawdata |
A data frame. |
levels.tol |
Tolerant proportion of the number of levels to the number of observations in a multiclass variable. Default: 0.2 |
Value
A preliminary cleaned dataset
Examples
rawdata <- nhanes3
rawdata[4, 4] <- NaN
rawdata[5, 5] <- Inf
rawdata[6, 6] <- -Inf
cleandata <- data_clean(rawdata = rawdata)
[Package mixgb version 1.0.2 Index]