public CustomerOrdersMulticlassClassificationsPredict TestModelNaiveBayes(CustomerOrdersMulticlassClassificationsDTO customerOrdersMulticlassClassificationsDTO)
{
var context = new MLContext();
var modelNaiveBayes = context.Model.Load(LoadingConfiguration.CustomerOrdersLbfgsMaximumEntropyModelPath, out _);
var predictionEngineNaiveBayes = context.Model.CreatePredictionEngine <CustomerOrdersMulticlassClassificationsModel, CustomerOrdersMulticlassClassificationsPredict>(modelNaiveBayes);
var predictionNaiveBayes = predictionEngineNaiveBayes.Predict(new CustomerOrdersMulticlassClassificationsModel
{
Product = customerOrdersMulticlassClassificationsDTO.ProductName,
ProductSubcategory = customerOrdersMulticlassClassificationsDTO.ProductSubcategoryName
});
return(predictionNaiveBayes);
}
public MulticlassClassificationsService(ContosoRetailDWContext context)
{
_context = context;
_customerOrdersMulticlassClassificationsDTO = new CustomerOrdersMulticlassClassificationsDTO();
}
