DataTable.
get_mutual_information
Calculates mutual information between all pairs of columns in the DataTable that support mutual information. Logical Types that support mutual information are as follows: Boolean, Categorical, CountryCode, Double, Integer, Ordinal, SubRegionCode, WholeNumber, and ZIPCode
num_bins (int) – Determines number of bins to use for converting numeric features into categorical.
nrows (int) – The number of rows to sample for when determining mutual info. If specified, samples the desired number of rows from the data. Defaults to using all rows.
A Dataframe containing mutual information with columns column_1, column_2, and mutual_info. Mutual information values are between 0 (no mutual information) and 1 (perfect correlation)
pd.DataFrame