Machine Learning Classifier

O classificador com Machine Learning usa um modelo de machine learning implantado como uma habilidade de ML no AI Center para executar tarefas de classificação de documentos.

Como configurar no tempo de design

Execute as etapas a seguir para usar o classificador com Machine Learning:

1. Crie um modelo de classificador no AI Center.

   Observação:

   Use the DocumentClassifier package available under Out-of-Box Document Understanding packages on AI Center. The data required for model training is collected through Machine Learning Classifier Trainer.

2. Use the Taxonomy Manager Wizard to define your document type, with the fields you are targeting for data extraction.

3. Drag and drop the Machine Learning Classifier activity in the Classify Document Scope activity. Review the message and click OK.

4. No assistente do classificador com Machine Learning que é aberto automaticamente, forneça as informações da Habilidade de ML e a ApiKey.

   

   Observação:

   Machine Learning Classifier only works with Machine Learning Classifier Skills. Using any other Skills (receipts, invoices, etc.) with it, will result in an error.

5. Select the checkbox for the Update activity arguments if you wish to also use the entered values as input arguments for the activity, more precisely for the ML Skill.

6. Click the Get Capabilities button. The wizard closes after this operation.

7. Select the Configure Extractors option of the Data Extraction Scope. A wizard is displayed.

   

8. Match Document Type names used in Taxonomy to classification classes used by the ML Skill. The latter can be obtained very easily by using Get Capabilities either configuring it when you first dropped the activity or clicking on the gear icon and then simply selecting the class names from the drop-down. Selecting one of the options from a drop-down list automatically confirms that field.

   

9. Select the Save button once all fields are configured properly.

   Importante:

   You cannot choose the same option for two distinct fields.