calculate_result: Method that returns the value or variable depending on where...

In laperez/Clustering: Techniques for Evaluating Clustering

Method that returns the value or variable depending on where it is in the calculated metrics.

Description

Method that returns the value or variable depending on where it is in the calculated metrics.

Usage

calculate_result(
  algorith,
  distance,
  cluster,
  dataset,
  ranking,
  timeExternal,
  entropy,
  variation_information,
  precision,
  recall,
  fowlkes_mallows_index,
  f_measure,
  timeInternal,
  dunn,
  connectivity,
  silhouette,
  variables
)

Arguments

algorith	Algorithm name.
distance	Name of the metric used to calculate the distance between points.
cluster	Number of clusters.
dataset	Name of dataset.
ranking	Position we want to obtain from the list of variables.
timeExternal	Array with the external validation calculation times of the clustering.
entropy	Array with the calculation of the entropy for each of the variables.
variation_information	Array with the calculation of the variation_information for each of the variables.
precision	Array with the calculation of the precision for each of the variables.
recall	Array with the calculation of the recall for each of the variables.
fowlkes_mallows_index	Array with the calculation of the fowlkes_mallows_index for each of the variables.
f_measure	Array with the calculation of the f_measure for each of the variables.
timeInternal	Array with the internal validation calculation times of the clustering.
dunn	Array with the calculation of the dunn for each of the variables.
connectivity	Array with the calculation of the connectivity for each of the variables.
silhouette	Array with the calculation of the silhouette for each of the variables.
variables	True if we want to show the value of the metric calculation and false if we want to show the variable.

Value

Returns an array with the calculation of each metric based on the indicated position.

laperez/Clustering documentation built on April 23, 2024, 3:41 a.m.