A Collection of Useful Custom Tools for D&A and Modelling


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Documentation for package ‘modellingTools’ version 0.1.0

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binned_data_cutpoints Get the unique cutpoints of each appropriate column in a tbl.
column_vector Get the contents of a single column of a tbl
create_model_matrix Create a usable model matrix from a data frame containing a mix of continuous and categorical variables
get_top_corrs Get the correlation of variables in a dataset with a given response, sorted highest to lowest
get_vector_cutpoints Get the cutpoints from a single factor vector.
proc_freq View and return the frequency distribution of a variable.
simple_bin Discretize variables in your training and test datasets
vector_bin Bin a vector into equal height, equal width, or custom bins