Man pages for mstaniak/egalitaRian
Compare Validation and Training Datasets and Explore Differences
| breakDown_extractor | breakDown wrapper |
| calculate_statistics | Calculate distances |
| check_data_validity | Check for problems in datasets |
| compare_distributions | Create object which will be used for distribution comparisons |
| distances | Calculate Gower distance between an observation and training... |
| egalitarian | Preprocess data and model before analysis. |
| get_distributions_distance | Get distances for all variables in datasets |
| global_similarity | Heuristic method of comparing if two datasets are similar |
| lime_extractor | LIME wrapper |
| live_extractor | LIVE wrapper |
| local_explanation | Get a local explanation for a chosen misclassified instance |
| plot.egalitarian_comparison | Plot differences between distributions of one variable across... |
| plot.egalitarian_local_explanation | Generic plot method for egalitarian_local_explanation class |
| plot.egalitarian_similarity | Generic plot method for egalitarian_similarity object |
| plot_local_explanation | Plot local explainer from egalitarian_local_explanation class |
| print.egalitarian | Generic print method for egalitarian class. |
| print.egalitarian_comparison | Generic print function for egalitarian_comparison class |
| print.egalitarian_local_explanation | Generic print method for egalitarian_local_explanation class |
| print.egalitarian_similarity | Generic print method for egalitarian_similarity object |
