private static PurposePrediction GetLocalModelPrediction(string purposeOfIntervention)
{
Supervised purpose = new Supervised()
{
PurposeOfTransaction = purposeOfIntervention
};
var prediction = predictionEngine.Predict(purpose);
return(prediction);
}
private static FileAnalysisResult AnalyzeFile(string file, IReadOnlyDictionary <string, InvestmentActivity> alteryxInvestmentSet,
IReadOnlyDictionary <string, int> supervised, InvestorHashTableSet investors)
{
InvestmentActivity investmentActivity = EdgarAnalyzer.Analyze(file);
Supervised trainingDatum = null;
Helper.MergeAccession(investmentActivity, alteryxInvestmentSet);
AddFundAndFirmType(investmentActivity, investors);
if (supervised.TryGetValue(investmentActivity.AccessionNumber, out var typeId))
{
trainingDatum = new Supervised(investmentActivity.AccessionNumber, investmentActivity.PurposeOfTransaction, typeId, investmentActivity.TypeOfReportingPerson);
investmentActivity.PurposeAnalyzedByML = false;
investmentActivity.PurposeOfTransactionTypeId = typeId;
}
return(new FileAnalysisResult()
{
Investment = investmentActivity, Supervised = trainingDatum
});
}
