Optimization
===========



Type
--------- 

transform

Class
--------- 

fire.nodes.lpo.NodeOptimization

Fields
--------- 

.. list-table::
      :widths: 10 5 10
      :header-rows: 1

      * - Name
        - Title
        - Description
      * - dependentVar
        - Dependent Variable
        - select dependent variable column name
      * - mainVar
        - Main Variable
        - select main variable column name
      * - independentVars
        - Independent Variables
        - select independent variable column names
      * - transformVars
        - Transform Variables
        - select transform variable column names
      * - adstockVars
        - Adstock Variables
        - select Adstock variable column names
      * - priceCol
        - Set Price Mapping
        - For selecting the field related to price mapping for revenue parabola calculation.
      * - modelList
        - Select Models
        - Select Models
      * - lossFunction
        - Loss Function
        - Loss function
      * - last_n_for_test
        - Last N Rows For Test
        - Enter Test Data Size
      * - modelSavePath
        - Path
        - Save Best Models to Path