public PredictionModel Predict(HeartFailurePredictionModel heartFailurePredictionModel)
{
ClassificationModelInput modelInput = new ClassificationModelInput
{
Age = heartFailurePredictionModel.Age,
Sex = heartFailurePredictionModel.Sex.Equals("Male") ? 1:0,
Chest_pain_type = heartFailurePredictionModel.Chest_pain_type,
Resting_bp_s = heartFailurePredictionModel.Resting_bp_s,
Cholesterol = heartFailurePredictionModel.Cholesterol,
Fasting_blood_sugar = float.Parse(heartFailurePredictionModel.Fasting_blood_sugar),
Resting_ecg = float.Parse(heartFailurePredictionModel.Resting_ecg),
Max_heart_rate = heartFailurePredictionModel.Max_heart_rate,
Exercise_angina = float.Parse(heartFailurePredictionModel.Exercise_angina),
Oldpeak = heartFailurePredictionModel.Oldpeak,
ST_slope = heartFailurePredictionModel.ST_slope,
};
var prediction = ConsumeModel.Predict(modelInput);
heartFailurePredictionModel.HeartFailurePredictionResult = (int)(prediction.Score[^ 1] * 100);
public PredictionModel Predict(StrokePredictionModel strokePredictionModel)
{
ClassificationModelInput modelInput = new ClassificationModelInput
{
Age = strokePredictionModel.Age,
AverageGlucoseLevel = (float)strokePredictionModel.AverageGlucoseLevel,
BMI = (float)strokePredictionModel.BMI,
EverMarried = strokePredictionModel.EverMarried,
Gender = strokePredictionModel.Gender,
HasHeartDisease = strokePredictionModel.HasHeartDisease,
HasHypertension = strokePredictionModel.HasHeartDisease,
ResidenceType = strokePredictionModel.ResidenceType,
SmokingStatus = strokePredictionModel.SmokingStatus,
WorkType = strokePredictionModel.WorkType
};
var prediction = ConsumeModel.Predict(modelInput);
strokePredictionModel.StrokePredictionResult = (int)(prediction.Score[^ 1] * 100);
