Class TextAugmentationSettings

Namespace

AiDotNet.Augmentation

Assembly

AiDotNet.dll

Text-specific augmentation settings with industry-standard defaults.

public class TextAugmentationSettings

Inheritance

object

TextAugmentationSettings

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

For Beginners: These settings control how text data is augmented. Defaults are based on best practices from nlpaug and TextAttack.

Properties

DeletionRate

Gets or sets the fraction of words to delete.

public double DeletionRate { get; set; }

Property Value

double

Remarks

Default: 0.1 (10% of words)

EnableBackTranslation

Gets or sets whether back-translation is enabled.

public bool EnableBackTranslation { get; set; }

Property Value

bool

Remarks

Default: false (requires external translation service)

Translates text to another language and back for paraphrasing.

EnableRandomDeletion

Gets or sets whether random deletion is enabled.

public bool EnableRandomDeletion { get; set; }

Property Value

bool

Remarks

Default: true

Randomly deletes words from the text.

EnableRandomInsertion

Gets or sets whether random insertion is enabled.

public bool EnableRandomInsertion { get; set; }

Property Value

bool

Remarks

Default: false

Randomly inserts synonyms of random words.

EnableRandomSwap

Gets or sets whether random swap is enabled.

public bool EnableRandomSwap { get; set; }

Property Value

bool

Remarks

Default: true

Randomly swaps the positions of two words.

EnableSynonymReplacement

Gets or sets whether synonym replacement is enabled.

public bool EnableSynonymReplacement { get; set; }

Property Value

bool

Remarks

Default: true

Replaces words with their synonyms.

InsertionRate

Gets or sets the fraction of words to insert.

public double InsertionRate { get; set; }

Property Value

double

Remarks

Default: 0.1 (10% of original length)

NumSwaps

Gets or sets the number of word swaps to perform.

public int NumSwaps { get; set; }

Property Value

int

Remarks

Default: 2

SynonymReplacementRate

Gets or sets the fraction of words to replace with synonyms.

public double SynonymReplacementRate { get; set; }

Property Value

double

Remarks

Default: 0.1 (10% of words)

Methods

GetConfiguration()

Gets the configuration as a dictionary.

public IDictionary<string, object> GetConfiguration()

Returns

IDictionary<string, object>