numeric.transformers: Numeric feature transformations

In XanderHorn/lazy: Automated data pre-processing and machine learning

Description

Applies different transformations to numeric features such as sqrt and log transforms.

Usage

numeric.transformers(data, x, transform.type = "log", progress = TRUE)

Arguments

data	[required | data.frame] Dataset containing numeric features
x	[required | character] A vector of numeric feature names present in the dataset
transform.type	[optional | character | default="log"] Transform type, options are log or sqrt.
progress	[optional | logical | default=TRUE] Display a progress bar

Value

Data frame containing transformed features

Author(s)

Xander Horns

Examples

res <- numeric.transformers(data = iris, x = "Sepal.Length")

XanderHorn/lazy documentation built on Jan. 16, 2021, 6:15 p.m.