arenar0.2.0 package

Internal function for calculating data for funnel plot

Creates arena object

Internal function for calculating Accumulated Dependence

Returns attributes for all params

Internal function for calculating Break Down

Internal function for calculating Ceteris Paribus

Generates list with attributes of a dataset

Internal function for calculating exploratory data anaylysis plots

Generates list of datasets' labels

Internal function for calculating fairness

Internal function for calculating feature importance

Internal function for calculating funnel measure

Internal function for calculating global plots

Prepare object ready to change into json

Internal function for calculating local plots for all observations

Internal function for returning message as plot data

Internal function for calculating model performance metrics

Generates list with attributes of a model

Generates list with attributes of an observation

Generates list of rownames of each observation from each batch

Internal function for calculating Partial Dependence

Internal function for calculating regression error characteristic

Internal function for calculating receiver operating curve

Internal function for calculating Shapley Values

Internal function for calculating subset performance

Internal function for variable against another plot

Generates list with attributes of an variable

Internal function for variable distribution

Generates list of unique variables(without target) from each explainer...

Prints live arena summary

Prints static arena summary

Adds new datasets to Arena

Adds model to arena

Adds new observations to arena

Run server providing data for live Arena

Save generated json file from static arena

Splits multiclass explainer into multiple classification explainers

Internal function for pretty truncationg params list

Upload generated json file from static arena

Checks if it is safe do add new dataset to the arena object

Checks if it is safe do add a new model to the arena object

Checks if it is safe do add new observations to the arena object