Man pages for el-mrt/auto-statistics
Approach for an autoML implementation
| appendList | appendList |
| auto_to_null | Function that given a param_list iterates tróugh the list and... |
| create_auto_tuner | Function that given a list of graph learners, an inner... |
| create_bagging_ensemble | Function that given a list of learners and a task creates an... |
| create_best_benchmark | Function that given a benchmark result, measure, task_type,... |
| create_clones | Function that given a list of learners, creates a list of... |
| create_feature_filter | Function that adds a feature filter to the learner |
| create_learners | Function that given a task returns a suitable list of... |
| create_measure | Function that given "classif" or "regr" returns a suitable... |
| create_resampling | Function that outputs a MLR resampling object, given... |
| create_robust_learners | Function that given a list of learners and a task creates a... |
| create_search_space | Function that given a list of learners, defines suitable... |
| create_stacking_ensemble | Function that given a list of learners and a task and further... |
| create_task | Function that given a dataframe and variable creates an mlr3... |
| create_terminator | Function that given a task returns a suitable list of... |
| create_tuner | Function that given a tuner returns an mlr tuner object |
| debug_console | Function to print some information in the console. |
| factor_col_names | Function to get all column names which are factors |
| feature_importance | Function to get the importance of the features of a mlr3 task |
| generate_descr_report_cor | Function for creating correlation text part of descriptive... |
| generate_descr_report_tbl_stat | Function for creating statistical text part of descriptive... |
| generate_descr_report_text_na | Function for creating na text part of descriptive report |
| generate_text | Function to generate the text with sprintf |
| identify_CR | Function to find out, if the Task is Classification or... |
| insert_line_break | Function insert a line break into a string after n chars |
| MissComb | R6 Class for missing combinations The class has the field for... |
| missing_combinations | Function to get all combinations of NAs within the rows of a... |
| na_omit_task | Function that given a task and an na option "omit" overwrites... |
| perform_auto_ml | Function that applies Auto ML Pipeline given a list of... |
| render_error | Function to generate an error string |
| ReportContent | R6 Class for missing combinations The class has the field for... |
| ReportPlot | R6 Class for missing combinations The class has the field for... |
| run_shiny | Function to run the provided shiny App in this package |
| shorten_id | Function that given a list of learners shortens their id to... |
| update_factor_cols | Function for updating column |
| update_package | Function to update the package from github. Mainly for... |
| var_format | Function that given a vector adjusts formats the datatype in... |
