---
sourceDocument: Australia Enable AI
sourceDocumentLink: https://servicenow-prod.fluidtopics.net/r/pt-BR/intelligent-experiences

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    - australia

ft:locale :

    - pt-BR

ft:publication_title :

    - Australia Enable AI

ft:clusterId :

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bundleId :

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workflow :

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---

# Use LightGBM algo for classification model training

# Use LightGBM algo for classification model training {#ariaid-title1}

* Versão de lançamento: Australia
* 
* Atualizado 12 de mar. de 2026
* 
* ![](https://www.servicenow.com/docs/portal-asset/ico-clock) 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 AllPredictive IntelligenceClassificationSolution 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 <kbd class="ph userinput">Use LightGBM algo for classification model training</kbd>.
6. Leave the User Inputs field blank, and select Submit.  

## 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.
**Conceitos relacionados**   

* [Using Machine Learning APIs](https://servicenow-prod.fluidtopics.net/ZXSzC15BCTxiFn3ZVC_LiQ#using-ml-apis "Use ServiceNow Machine Learning (ML) APIs to train Machine Learning models and run inferences.")  
**Tarefas relacionadas**   

* [Create and train a classification solution](https://servicenow-prod.fluidtopics.net/xLGbLdMK5yW5QC6GrOAZBA "Specify the records used to train a classification solution, what fields trigger a prediction, and how often you want to retrain your solution.")