PredictMethod.cs

[HttpPost]
public IActionResult Predict(
    float season,
    float year,
    float month,
    DateTime hour,
    bool holiday,
    float weekday,
    float weather,
    float temperature,
    float normalizedTemperature,
    float humidity,
    float windspeed)
{
    var justHour = hour.Hour;

    var input = new BikeSharingDemandSample()
    {
        Season = season,
        Year = year,
        Month = month,
        Hour = justHour,
        Holiday = holiday,
        Weekday = weekday,
        Weather = weather,
        Temperature = temperature,
        NormalizedTemperature = normalizedTemperature,
        Humidity = humidity,
        Windspeed = windspeed,
        Count = 0
    };
    var prediction = _machineLearningModel.Predict(input);
    ViewData.Add("prediction", prediction.PredictedCount);
    return View();
}