searchFeatFormatting: Feature formatting searching

In XanderHorn/autoML: Automated machine learning

Description

Seraches for the best formats for features in the provided dataset

Usage

searchFeatFormatting(x, minUnique = 25, minChrPercentage = 0.2,
  seed = 1991)

Arguments

x	[data.frame | Required] Data.frame containing features
minUnique	[integer | Optional] Integer specifying the minimum unique values of a feature in order to format the feature as a categorical or numeric. Deafult of 25
minChrPercentage	[numeric | Optional] Searches a character feature for a minimum percentage of character values in order to identify incorrectly formatted numeric features. Default of 0.2
seed	[integer | Optional] Random seed for reproducable results. Default of 1991

Value

Returns a data.frame containing the feature name, original class and recommended class

XanderHorn/autoML documentation built on Aug. 5, 2020, 11:45 a.m.