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

empty printing

Code
  rec
Message <cliMessage>

  -- Recipe ----------------------------------------------------------------------

  -- Inputs 
  Number of variables by role
  outcome:    1
  predictor: 10

  -- Operations 
  * SMOTENC based on: <none>

Code
  rec
Message <cliMessage>

  -- Recipe ----------------------------------------------------------------------

  -- Inputs 
  Number of variables by role
  outcome:    1
  predictor: 10

  -- Training information 
  Training data contained 32 data points and no incomplete rows.

  -- Operations 
  * SMOTENC based on: <none> | Trained

printing

Code
  print(rec)
Message <cliMessage>

  -- Recipe ----------------------------------------------------------------------

  -- Inputs 
  Number of variables by role
  outcome:   1
  predictor: 2

  -- Operations 
  * SMOTENC based on: class

Code
  prep(rec)
Message <cliMessage>

  -- Recipe ----------------------------------------------------------------------

  -- Inputs 
  Number of variables by role
  outcome:   1
  predictor: 2

  -- Training information 
  Training data contained 400 data points and no incomplete rows.

  -- Operations 
  * SMOTENC based on: class | Trained