/// <summary>
/// Maps prediction response model of CustomText
/// </summary>
/// <param name="customTextResponse"></param>
/// <returns>PredictionObject used by evaluation nuget</returns>
private static PredictionObject MapCutomTextPredictionResponse(CustomTextPredictionResponse customTextResponse)
{
return(new PredictionObject
{
Classification = customTextResponse.Prediction.PositiveClassifiers ?? new List <string>(),
Entities = MapCustomTextPredictionEntities(customTextResponse.Prediction.Extractors)
});
}
/// <summary>
/// Maps Custom Text test example and prediction response
/// </summary>
/// <param name="documentText"></param>
/// <param name="labeledExample"></param>
/// <param name="predictionResponse"></param>
/// <param name="modelsDictionary"></param>
/// <returns>Testing Example model used by nuget</returns>
public static TestingExample CreateTestExample(string documentText, Example labeledExample, CustomTextPredictionResponse predictionResponse, Dictionary <string, string> modelsDictionary)
{
var PredictionData = MapCutomTextPredictionResponse(predictionResponse);
PredictionObject groundTruth = MapCustomTextLabeledExample(modelsDictionary, labeledExample);
return(new TestingExample
{
Text = documentText,
LabeledData = groundTruth,
PredictedData = PredictionData
});
}