OU ACS-5513: Machine Learning Project
Explorer
Method
Results
Prediction Test
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Model Deployment
Prediction Test
Enter patient measurements and review the trained model's output for a single case.
Deployment Model
Select a model to deploy
Heart Disease Cleveland Cleaned / Svm / heart_disease_cleveland_cleaned_svm
Heart Disease Cleveland Cleaned / Naive Bayes / heart_disease_cleveland_cleaned_naive_bayes
Heart Disease Cleveland Cleaned / Knn / heart_disease_cleveland_cleaned_knn
Choose which trained model to use for this test.
Age
Age of the patient. Domain: Numeric (0-120)
Sex
Choose a value
0 = Female
1 = Male
Biological sex of the patient. Domain: 0=Female, 1=Male
Chest Pain Type
Choose a value
1 = Typical angina
2 = Atypical angina
3 = Non-anginal pain
4 = Asymptomatic
Type of chest pain experienced. Domain: 1=Typical, 2=Atypical, 3=Non-anginal, 4=Asymptomatic
Resting BP
Resting blood pressure on admission. Domain: Numeric (0-300)
Serum Cholestrol
Serum cholesterol measurements. Domain: Numeric (0-1000)
Fasting Blood Sugar
Choose a value
0 = False
1 = True
Fasting blood sugar level. Domain: >120 mg/dl (1=True, 0=False)
Resting ECG
Choose a value
0 = Normal
1 = ST-T wave abnormality
2 = Left ventricular hypertrophy
Resting electrocardiographic results. Domain: 0=Normal, 1=ST-T wave, 2=LV hypertrophy
Max Heart Rate
Maximum heart rate achieved. Domain: Numeric (0-250)
Exercise Angina
Choose a value
0 = No
1 = Yes
Exercise induced angina. Domain: 1=Yes, 0=No
ST Depression
ST depression induced by exercise relative to rest. Domain: Numeric (0-10)
ST Slope
Choose a value
1 = Upsloping
2 = Flat
3 = Downsloping
The slope of the peak exercise ST segment. Domain: 1=Upsloping, 2=Flat, 3=Downsloping
Colored Vessels
Choose a value
0 = 0 vessels
1 = 1 vessel
2 = 2 vessels
3 = 3 vessels
Number of major vessels colored by fluoroscopy. Domain: 0-3 vessels
Thalassemia
Choose a value
3 = Normal
6 = Fixed defect
7 = Reversible defect
A blood disorder called thalassemia. Domain: 3=Normal, 6=Fixed, 7=Reversable
Run model
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