private async void Button_Click()

in Solutions/HeartDisease/HeartDisease/HeartDiseasePrediction - CS/MainPage.xaml.cs [134:186]

• 42 lines of code
• 8 McCabe index (conditional complexity)

        private async void Button_Click(object sender, RoutedEventArgs e)
        {
            try
            {
                //Bind model input
                ModelInput.Input3 = new List<float>();
                foreach(var n in GetThalValue()){
                    ModelInput.Input3.Add(n);
                }

                foreach (var n in GetChestPainType())
                {
                    ModelInput.Input3.Add(n);
                }

                ModelInput.Input3.Add(GetMajorVesselsNumber());
                ModelInput.Input3.Add(GetSTDepByExercise());
                ModelInput.Input3.Add(GetAnginaByExercise());
                ModelInput.Input3.Add(GetMaxHeartRate());

                foreach (var n in GetExerciseSlope())
                {
                    ModelInput.Input3.Add(n);
                }

                ModelInput.Input3.Add(GetAge());

                //Evaluate the model
                ModelOutput = await ModelGen.EvaluateAsync(ModelInput);

                //Iterate through evaluation output to determine highest probability digit
                float maxProb = 0;
                int maxIndex = 0;
                for (int i = 0; i < ModelOutput.Softmax99_Output_0.Count; i++)
                {
                    if (ModelOutput.Softmax99_Output_0[i] > maxProb)
                    {
                        maxIndex = i;
                        maxProb = ModelOutput.Softmax99_Output_0[i];
                    }
                }

                Debug.WriteLine("Yes: {0:0.00}%, No: {1:0.00}%", ModelOutput.Softmax99_Output_0[0] * 100, ModelOutput.Softmax99_Output_0[1] * 100);

                var percentage = ModelOutput.Softmax99_Output_0[0] * 100;
                textBlockResult.Text = String.Format("Probability of Heart Disease is {0:0.00}%", percentage);
                icon.Text = (maxIndex == 0) ? "😧" : "😃";
            }
            catch (Exception ex)
            {
                Debug.WriteLine(ex.ToString());
            }
        }