Man pages for awstringer/modellingTools
A Collection of Useful Custom Tools for D&A and Modelling
| 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... |
| exploratory_cluster | Explore the clustering structure in a set of variables |
| get_top_corrs | Get the correlation of variables in a dataset with a given... |
| get_vector_cutpoints | Get the cutpoints from a single factor vector. |
| information_value | Calculate the Information Value for a given variable and set... |
| iv_sort | Compute and sort variables in a dataset by information value |
| merge_levels | Merge specific levels of a factor |
| optimal_bin | Optimally discretize variables in your training and test... |
| 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 |
| woe_single | Calculate the Weights of Evidence for a variable, given... |
