private NeuralNetworkPredictionsReport MakePredictionRecordingResult(
NeuralNetworkPredictionsReport report,
BankTransaction transaction)
{
logger.LogInformation($"Predicting new transaction. Current report: {report}");
var networkPrediction = networkAccessor.TargetNetwork
.PredictionFor(transaction.ToNetworkInputData(),
ParallelOptionsExtensions.UnrestrictedMultiThreadedOptions);
if (IsCorrectPrediction(networkPrediction, transaction.Class))
{
return(NeuralNetworkPredictionsReport.UpdateFor(
report,
transaction.Class,
predictionWasCorrect: true));
}
return(NeuralNetworkPredictionsReport.UpdateFor(
report,
transaction.Class,
predictionWasCorrect: false));
}
public NeuralNetworkPredictionsReport RunPredictions()
{
return(dataProvider.TestingData
.Aggregate(NeuralNetworkPredictionsReport.EmptyReport(), MakePredictionRecordingResult));
}
