> ## Documentation Index
> Fetch the complete documentation index at: https://docs.abbyy.com/llms.txt
> Use this file to discover all available pages before exploring further.

# TrainingParams Object (ITrainingParams Interface)

This object represents the parameters used when training a classification model.

## Properties

| Name           | Type                                                                                                   | Description                                                                                                                                                                                                              |
| -------------- | ------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| ClassifierType | [int](/fine-reader/engine/guided-tour/advanced-techniques/programming-aspects/working-with-properties) | The [ClassifierTypeEnum](/fine-reader/engine/api-reference/enumerations/classifiertypeenum) constant signifying the type of the classifier that should be trained. The default value of this property is CT\\\_Combined. |
| TrainingMode   | [TrainingModeEnum](/fine-reader/engine/api-reference/enumerations/trainingmodeenum)                    | The mode of training: whether high precision or high recall level will be preferred. The default value of this property is TM\\\_Balanced.                                                                               |

## Related objects

<img src="https://mintcdn.com/abbyy/B_SRGbkkbQ9YH40E/images/fine-reader/engine/trainingparams.gif?s=f2ee0d248eff405378f42f8e07ce5c7b" alt="TrainingParams" width="176" height="90" data-path="images/fine-reader/engine/trainingparams.gif" />[](/fine-reader/engine/api-reference/classification-related-objects/trainer#validationparams)[](/fine-reader/engine/api-reference/classification-related-objects/trainer#trainingparams)[](/fine-reader/engine/api-reference/classification-related-objects/validationparams)[](/fine-reader/engine/api-reference/classification-related-objects/trainer)

[Object Diagram](/fine-reader/engine/api-reference/object-diagram)

## Samples

This object is used in the [Classification](/fine-reader/engine/guided-tour/samples#classification) demo tool in Windows and the [Classification](/fine-reader/engine/guided-tour/samples#classification_unix) code sample in Linux and macOS.

## See also

[Document Classification](/fine-reader/engine/guided-tour/basic-usage-scenarios-implementation/document-classification)