Class Sent140FederatedBenchmarkOptions

Namespace

AiDotNet.Configuration

Assembly

AiDotNet.dll

Configuration options for running the Sent140 LEAF federated benchmark suite.

public sealed class Sent140FederatedBenchmarkOptions

Inheritance

object

Sent140FederatedBenchmarkOptions

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

Sent140 is a federated sentiment classification benchmark derived from tweets. LEAF stores the dataset as JSON where each "user" corresponds to a federated client.

For Beginners: You provide the train/test JSON files, and AiDotNet loads the per-user partitions, tokenizes the tweet text, and evaluates your model.

Properties

LoadOptions

Gets or sets load options controlling how many users/clients are loaded.

public LeafFederatedDatasetLoadOptions LoadOptions { get; set; }

Property Value

LeafFederatedDatasetLoadOptions

MaxSamplesPerUser

Gets or sets the maximum number of samples to use per user/client (null uses all available).

public int? MaxSamplesPerUser { get; set; }

Property Value

int?

MaxSequenceLength

Gets or sets the maximum token sequence length for each tweet after tokenization.

public int? MaxSequenceLength { get; set; }

Property Value

int?

Remarks

If null, AiDotNet uses an industry-standard default (and smaller defaults in CI mode).

TestFilePath

Gets or sets the optional path to the Sent140 test split JSON file.

public string? TestFilePath { get; set; }

Property Value

string

Remarks

If null, the suite will evaluate on the train split (CI/local-only convenience).

TokenizerTrainingSampleCount

Gets or sets the maximum number of texts used to train a default WordPiece tokenizer when needed.

public int? TokenizerTrainingSampleCount { get; set; }

Property Value

int?

Remarks

If null, AiDotNet uses a sensible default (smaller in CI mode).

TokenizerVocabularySize

Gets or sets the desired WordPiece vocabulary size when the model result does not already provide a tokenizer.

public int? TokenizerVocabularySize { get; set; }

Property Value

int?

Remarks

If null, AiDotNet uses an industry-standard default (and smaller defaults in CI mode).

TrainFilePath

Gets or sets the path to the Sent140 train split JSON file.

public string? TrainFilePath { get; set; }

Property Value

string