explore_dataset: Explore Dataset
In mltools: Machine Learning Tools
Description
Usage
Arguments
Details
Examples
Description
(Experimental) Automated Exploratory Data Analysis
Usage
1
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
1
2
library(data.table)
explore_dataset(alien.train)
mltools documentation built on May 2, 2019, 5:22 a.m.
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Description Usage Arguments Details Examples
Description
(Experimental) Automated Exploratory Data Analysis
Usage
1 | 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
1 2 | library(data.table)
explore_dataset(alien.train)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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