instance_hardness_impl.md
In themis: Extra Recipes Steps for Dealing with Unbalanced Data

instance_hardness_impl() errors when too few observations for k

Code
  instance_hardness_impl(df, var = "class", ignore_vars = character(), k = 5,
  under_ratio = 1)
Condition
  Error:
  ! Not enough observations to compute 5 nearest neighbors.
  i 4 observations were found, but 6 are needed.

bad distance arg errors for instance_hardness

Code
  instance_hardness(circle_numeric, var = "class", distance = "minkowski")
Condition
  Error in `instance_hardness()`:
  ! `distance` must be one of "euclidean", "cosine", "mahalanobis", "manhattan", "chebyshev", "squared_chord", "matusita", "hellinger", "bhattacharyya", "canberra", "soergel", "lorentzian", "jeffreys", "topsoe", "jensen-shannon", "jensen_difference", "taneja", or "kumar-johnson", not "minkowski".