Class EmotionDetectionTrainingDataset

Namespace

LMKit.TextAnalysis.Training

Assembly

LM-Kit.NET.dll

Training dataset builder specialized for the EmotionDetection engine. Converts labeled emotion examples into ChatTrainingSample items suitable for supervised fine-tuning.

public sealed class EmotionDetectionTrainingDataset : TrainingDataset

Inheritance

object

TrainingDataset

EmotionDetectionTrainingDataset

Inherited Members

TrainingDataset.Samples

TrainingDataset.AddSample(ChatTrainingSample)

TrainingDataset.ExportAsSharegpt(string, bool, string, CancellationToken)

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

The dataset uses the current EmotionDetection configuration (model, prompts, and label space) to synthesize ShareGPT-style conversations in which the assistant returns the target emotion label.

Constructors

EmotionDetectionTrainingDataset(EmotionDetection)

Initializes an emotion-detection-focused training dataset bound to a specific EmotionDetection engine instance.

Methods

AddSample(string, EmotionCategory)

Adds a training sample from raw text labeled with the expected emotion.

See Also

TrainingDataset

EmotionDetection

ChatTrainingSample