dlookr (version 0.3.9)

summary.transform: Summarizing transformation information

Description

print and summary method for "transform" class.

Usage

# S3 method for transform
summary(object, ...)

Arguments

object

an object of class "transform", usually, a result of a call to transform().

...

further arguments passed to or from other methods.

Details

summary.transform compares the distribution of data before and after data conversion.

See Also

transform, summary.transform.

Examples

# NOT RUN {
# Generate data for the example
carseats <- ISLR::Carseats
carseats[sample(seq(NROW(carseats)), 20), "Income"] <- NA
carseats[sample(seq(NROW(carseats)), 5), "Urban"] <- NA

# Standardization ------------------------------
advertising_minmax <- transform(carseats$Advertising, method = "minmax")
advertising_minmax
summary(advertising_minmax)
plot(advertising_minmax)

# Resolving Skewness  --------------------------
advertising_log <- transform(carseats$Advertising, method = "log")
advertising_log
summary(advertising_log)
plot(advertising_log)
# }