Man pages for mattmills49/modeler
Exploratory Data Analysis and Modeling Helper Functions
| acf_by_group | Calculate Auto Correlations by Group |
| add_pca | add pca variables to a data frame |
| binary_model_evaluation | Calculate Binary Model Performance Metrics |
| check_drift | Visualize trend in variables across another |
| deciles | returns the min, deciles, and max for a numeric vector |
| find_woe | finds weight of evidence for independent variables |
| grouped_arrange | arrange a data frame including the grouped columns |
| how_many_nas | Find out how many missing values are in each column of a data... |
| impact_code | transform high cardinality categorical variables |
| KS | Find KS Statistic of an Independent - Dependent Variable... |
| MissingImputation | Missing Imputation |
| model_matrix | Preserves all factor levels when creating a model matrix |
| multiplot | plots multiple ggplot plots in a grid |
| NAReplace | NA Replace |
| n_combos | n_distinct for data frames |
| partial_plot | Partial Regression Plots for visualizing relationship between... |
| peruse | Peruse a Data Frame |
| profile | Profile variables |
| remove_from | Removes values from a vector |
| sample_groups | sample from groups of variables |
| scale_y_percentage | use percentage scales for ggplot2 |
| smoother_binomial | helper functions for smoother_binomial |
| smoother_gaussian | helper for continuous variables |
| tableNA | Uses the base 'table' function but always checks for NAs |
| VariableExplore | Variable Exploration |
| view | Prints samples from data structre |
| WOE | Find Weight Of Evidence |
