LBDiscover (version 0.1.0)

abc_timeslice: Apply time-sliced ABC model for validation

Description

This function implements a time-sliced ABC model for validation. It uses historical data to predict connections that will appear in the future.

Usage

abc_timeslice(
  entity_data,
  time_column = "publication_year",
  split_time,
  a_term,
  a_type = NULL,
  c_type = NULL,
  min_score = 0.1,
  n_results = 100
)

Value

A list with prediction results and validation metrics.

Arguments

entity_data

A data frame of entity data with time information.

time_column

Name of the column containing time information.

split_time

Time point to split historical and future data.

a_term

Character string, the source term (A).

a_type

Character string, the entity type for A terms.

c_type

Character string, the entity type for C terms.

min_score

Minimum score threshold for results.

n_results

Maximum number of results to return.