Use LightGBM algo for classification model training

  • Versão de lançamento: Australia
  • Atualizado 12 de mar. de 2026
  • 1 min. de leitura

    • Enable the LightGBM (Light Gradient-Boosting Machine) algorithm as an advanced option for training classification models.

    Antes de Iniciar

    Role required: ml_admin or admin

    Por Que e Quando Desempenhar Esta Tarefa

    The LightGBM algorithm offers performance and efficiency for large datasets. For detailed information about this algorithm see https://lightgbm.readthedocs.io.

    Use the following procedure to add this option in the solution definition form. Alternatively, you can use a script to add this algorithm.

    To add this option using a script:

    var config = new MLPredictorConfig('ml_solution_ID');
                    config.useLightGBM();
                    config.updateConfig();

    In JSON format:

    {
    "use_lightgbm": true
    }

    Procedimento

    1. Navigate to All > Predictive Intelligence > Classification > Solution Definitions.
    2. Open an existing classification solution or create a new one.
    3. Select the Advanced Solution Settings tab in the Related Links section of the form.
    4. Select New to open the Advanced Solution Setting (ml_advanced_solution_settings) form.
    5. In the Solution Parameters field, search for Use LightGBM algo for classification model training.
    6. Leave the User Inputs field blank, and select Submit.
      In the Advanced Solution Setting new record, in the Solution Parameters field, the option Use LightGBM algo for classification model training is highlighted.

    Resultado

    The setting appears as a row on the Advanced Solution Setting tab on your solution's form.

    O que Fazer Depois

    Retrain your solution.