public IActionResult PredictDisease(HeartDataViewModel data)
{
var dataForPrediction = CastToPredictionModelRequest(data);
var prediction = GetPredictionWithData(dataForPrediction);
return(Ok(prediction));
}
private PredictionModelRequest <HeartData> CastToPredictionModelRequest(HeartDataViewModel data)
{
return(new PredictionModelRequest <HeartData>()
{
ObjectToPredict = CastToHeartData(data),
ModelFilePath = "../CodeGen.MLNET/Data/heart-model-21_09_2018_0007.zip"
});
}
private HeartData CastToHeartData(HeartDataViewModel data)
{
return(new HeartData()
{
Age = data.Age,
Ca = data.Ca,
Chol = data.Chol,
Cp = data.Cp,
Exang = data.Exang,
Fbs = data.Fbs,
OldPeak = data.Fbs,
Restecg = data.Restecg,
Sex = data.Sex,
TrestBps = data.TrestBps,
Thalach = data.Thalach,
Slope = data.Slope,
Thal = data.Thal,
});
}
