find_typical_features {mixdir}

Find the most typical features and values for each latent class

Description

Find the most typical features and values for each latent class

Usage

find_typical_features(mixdir_obj, top_n = 10)

Arguments

mixdir_obj

the result from a call to mixdir(). It needs to have the fields lambda and category_prob. lambda a vector of probabilities for each category. category_prob a list of a list of a named vector with probabilities for each feature, latent class and possible category.

top_n

the number of top answers per category that will be returned. Default: 10.

Value

A data frame with four columns: column, answer, class and probability. The probability column contains the chance to see the answer in that column.

See Also

find_predictive_features find_defining_features

Examples

  data("mushroom")
  res <- mixdir(mushroom[1:30, ], beta=1)
  find_typical_features(res, top_n=3)