explore_dataset

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

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

targetCol

Should the exploratory process steps be displayed?

verbose

(Expirimental) Automated Exploratory Data Analysis

A collection of machine learning helper functions, particularly assisting in the Exploratory Data Analysis phase.
Makes heavy use of the 'data.table' package for optimal speed and memory efficiency. Highlights include a versatile bin_data()
function, sparsify() for converting a data.table to sparse matrix format with one-hot encoding, fast evaluation metrics, and
empirical_cdf() for calculating empirical Multivariate Cumulative Distribution Functions.

explore_dataset: Explore Dataset

Description

Usage

Arguments

Details

Examples