EDA: EDA

Description Usage Arguments Value Author(s) See Also

View source: R/EDA.R

Description

This function returns a dataframe containing mean, variance and quantiles for each variables in the dataset.

It only supports a continuous response and several continuous features.

Usage

1
EDA(X, y)

Arguments

X

a dataframe containing continuous features,

y

a numeric vector of same length containing the response.

Value

A dataframe containing:

mean

the mean for response(y) and features(X)

variance

the variance for response(y) and features(X)

quantiles

25-50-75 quantiles for response(y) and features(X)

min

the minimum value for response (y) and features (X)

max

the maximum value for response (y) and features (X)

Author(s)

Cem Sinan Ozturk

See Also

Karl::LinearRegression, Karl::plot_karl


UBC-MDS/Karl documentation built on May 22, 2019, 1:53 p.m.