generate_dynamic_features_pack: Dynamic Feature Generator

In genpack/promer: This package will be a complete toolbox for process mining, management, prediction, simulation and optimization

Dynamic Feature Generator

Description

This function generates a package of multiple tables containing dynamic features extracted from a given eventlog.

Usage

generate_dynamic_features_pack(
  el,
  period = c("day", "week", "month", "quarter", "year", "sec", "min", "hour"),
  sequential = F,
  event_funs = c("count", "elapsed", "tte", "censored"),
  attr_funs = NULL,
  var_funs = NULL,
  target_horizon = NULL
)

Arguments

el	(data.frame) The input event-log table. The event-log must have these columns. Column names must match exactly: - caseID, eventType, eventTime, attribute, value evenTime must be of class Date, otherwise, modify accordingly.
period	(character) Choose period of time for which is periodic transition system is required.
sequential	(logical) Should the dynamic features be generated for a sequence of periodic times. If set to FALSE, the dynamic features are generated only for the times at which an event has happend.
event_funs	(character): which types of features do you want to generate from the occurrence of events?

genpack/promer documentation built on Jan. 26, 2025, 11:30 p.m.