explore_dataset {mltools}

Explore Dataset

Description

(Experimental) Automated Exploratory Data Analysis

Usage

explore_dataset(dt1, dt2 = NULL, targetCol = NULL, verbose = FALSE)

Arguments

dt1

dataset to analyze

dt2

(optional) second dataset to analyze, with the same columns as dt1

targetCol

Name of the column you're trying to model/predict

verbose

Should the exploratory process steps be displayed?

Details

Expirimental. Evaluates and summarizes the data in every column of a data.table. Can identify columns with hierarchical structure and columns with perfectly correlated values.

Examples

library(data.table)
explore_dataset(alien.train)