Fixing all the Critical Points of datacleaner package for Quantargo training session. #4
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mannau
requested changes
May 7, 2019
| @@ -1,4 +1,8 @@ | |||
| #' Meanimputation | |||
| #' | |||
| #' Removes NA-s with the mean value for the vector \code{x} | |||
| @@ -1 +1,2 @@ | |||
| exportPattern("^[[:alpha:]]+") | |||
| importFrom("stats", "quantile") | |||
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Have you used roxygen2 to generate the NAMESPACE file?
| @@ -1,10 +1,20 @@ | |||
| #' Windsorize | |||
| #' | |||
| #' Do some windsorization. | |||
| #' Replacing values of vector \code{x} greater or smaller then \code{q} quantile values. | |||
| q <- quantile(x, p) | ||
| x[x >= q] <- q | ||
| if(length(x) == 0) stop('Empty vector passed as an argument.') | ||
| if( sum(is.na(x)) == length(x) ) stop('A vector of NA-s passed as an argument') |
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More explicit to use if (all(is.na(x))) ...
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datacleaner package modified to fix all the critical points, mentioned in the last session of Quantargo's Data Science in Teams module, for the Preparation phase. Tests with testhat not included. #3