tests/testthat/_snaps/similarity.md

In tidymodels/applicable: A Compilation of Applicability Domain Methods

bad args

Code
  apd_similarity(tr_x, quantile = 2)
Error <rlang_error>
  The `quantile` argument should be NA or a single numeric value in [0, 1].

Code
  apd_similarity(tr_x_sp)
Error <rlang_error>
  `x` is not of a recognized type.
  Only data.frame, matrix, recipe, and formula objects are allowed.
  A dgCMatrix was specified.

printed output

Code
  print(apd_similarity(tr_x))
Output
  Applicability domain via similarity
  Reference data were 20 variables collected on 50 data points.
  New data summarized using the mean.

Code
  print(apd_similarity(tr_x))
Output
  Applicability domain via similarity
  Reference data were 20 variables collected on 50 data points.
  New data summarized using the mean.

Code
  print(apd_similarity(tr_x))
Output
  Applicability domain via similarity
  Reference data were 20 variables collected on 50 data points.
  New data summarized using the mean.

Code
  print(apd_similarity(tr_x, quantile = 0.13))
Output
  Applicability domain via similarity
  Reference data were 20 variables collected on 50 data points.
  New data summarized using the 13th percentile.

apd_similarity fails when quantile is neither NA nor a number in [0, 1]

Code
  apd_similarity(tr_x, quantile = -1)
Error <rlang_error>
  The `quantile` argument should be NA or a single numeric value in [0, 1].

Code
  apd_similarity(tr_x, quantile = 3)
Error <rlang_error>
  The `quantile` argument should be NA or a single numeric value in [0, 1].

Code
  apd_similarity(tr_x, quantile = "la")
Error <rlang_error>
  The `quantile` argument should be NA or a single numeric value in [0, 1].

apd_similarity outputs warning with zero variance variables

Code
  apd_similarity(bad_data)
Warning <rlang_warning>
  The following variables had zero variance and were removed: a, b, and d
Output
  Applicability domain via similarity
  Reference data were 1 variables collected on 2 data points.
  New data summarized using the mean.

apd_similarity fails when all the variables have zero variance

Code
  apd_similarity(bad_data)
Error <rlang_error>
  All variables have a single unique value.

apd_similarity fails data is not binary

Code
  apd_similarity(bad_data)
Error <rlang_error>
  The following variables are not binary: b, and d

tidymodels/applicable documentation built on March 18, 2023, 4:08 p.m.