pareto_fronts: Pareto based multi-objective optimization

In vittoriofortino84/COPS: Clustering algorithms for Omics-driven Patient Stratification

Pareto based multi-objective optimization

Description

Pareto based multi-objective optimization

Usage

pareto_fronts(
  scores,
  metrics,
  metric_comparators = get_metric_comparators(metrics)
)

get_metric_comparators(metrics)

Arguments

scores	data.frame of scores
metrics	column names in scores to plot
metric_comparators	list of comparison functions for each metric, should be .Primitive(">") for maximization and .Primitive("<") for minimization.

Value

integer vector of Pareto front number for each row of scores

Functions

• get_metric_comparators(): Default metric comparators.

vittoriofortino84/COPS documentation built on Jan. 28, 2025, 3:16 p.m.