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How to create an empty signal

When a model is trained on repository A and test on repository B, then we might face missing signal. Example:

  • model A: has RDW signal
  • model B: do not have RDW signal Β To resolve we adjust the model with the following json
    adjust_model --preProcessors add_empty_signal.json --skip_model_apply 1 --learn_rep_proc 0 --inModel ${IN_MODEL} --out ${OUT_MODEL}
    
    Β  While add_empty_signal.json is:
    { "pre_processors" : [
       {
          "action_type": "rp_set",
          "members": [
            {
              "rp_type":"calc_signals",
              "calculator":"empty",
              "names":"RDW",
              "signals":"BDATE" 
          }
          ]
        }
      ]
    }