private static void SentimentTest()
{
var builder = new SentimentModel();
var dataView = builder.LoadFromText("comment.tsv", allowQuoting: true);
builder.Train(dataView);
//var inputs = new List<SentimentData>();
while (true)
{
var word = Console.ReadLine();
if (string.Equals(word, "exit", StringComparison.CurrentCultureIgnoreCase))
{
break;
}
//inputs.Add(new SentimentData
//{
// SentimentText = word
//});
//if (inputs.Count < 3) continue;
//var results = builder.Predict(inputs);
//foreach (var result in results)
//{
// Console.WriteLine($"Text\t\t:{result.SentimentText}");
// Console.WriteLine($"Prediction\t:{result.Prediction}");
// Console.WriteLine($"Probability\t:{result.Probability}");
// Console.WriteLine($"Score\t\t:{result.Score}");
//}
//inputs.Clear();
var result = builder.Predict(new SentimentData
{
SentimentText = word
});
Console.WriteLine($"Text\t\t:{result.SentimentText}");
Console.WriteLine($"Prediction\t:{result.Prediction}");
Console.WriteLine($"Probability\t:{result.Probability}");
Console.WriteLine($"Score\t\t:{result.Score}");
}
}
public async Task OnPost()
{
ModelInput input = new ModelInput
{
Comment = _comment
};
try
{
ModelOutput = _sentimentModel.Predict(input);
ShowPrediction = true;
}
catch (HttpRequestException)
{
ModelOutput = new ModelOutput {
Prediction = ""
};
}
}
