Description Usage Arguments Value Author(s) See Also
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.
1 | EDA(X, y)
|
X |
a dataframe containing continuous features, |
y |
a numeric vector of same length containing the response. |
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) |
Cem Sinan Ozturk
Karl::LinearRegression, Karl::plot_karl
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