Gets precision-recall objects for a given parameter.

This function takes a data table of evaluation parameters and returns precision-recall curves for each term and an aggregate precision-recall curve.

Usage

get_pr_object(
  evaldata_params,
  col_param = "description",
  col_truth = "isDE",
  col_score = "p.adj"
)

Arguments

evaldata_params

Data table containing evaluation parameters.

col_param

Column name specifying the parameter for grouping.

col_truth

Column name for binary ground truth values.

col_score

Column name for predicted scores.

Value

A list containing precision-recall curves and AUCs for each group and an aggregate precision-recall curve and AUC.