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Date: March 5, 2024, 10:23 a.m.
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Date: 2024-03-25 09:36:11.347144
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Published by Department of Science and Technology(DOST) on March 5, 2024.
Requested from DOST by A. Taruc at 10:23 AM on
March 5, 2024.
Purpose: Machine learning thesis
Tracking no: #DOST-835792496399
Good day! I would like to request for Philippine heart disease dataset, which will be used for my machine learning thesis that classifies the presence of heart disease. The number of instances (rows) should be at least 500, and it may suffice depending on the availability. Preferably, the dataset has the following: Attribute Information 1. age 2. sex 3. chest pain type (4 values): 1: typical angina; 2: atypical angina; 3: non-anginal pain; 4: asymptomatic 4. resting blood pressure 5. serum cholesterol in mg/dl 6. fasting blood sugar > 120 mg/dl 7. resting electrocardiographic results (values 0,1,2) 8. maximum heart rate achieved 9. exercise-induced angina 10. old peak = ST depression induced by exercise relative to rest 11. the slope of the peak exercise ST segment 12. number of major vessels (0-3) colored by fluoroscopy 13. thalassemia: 3 = normal; 6 = fixed defect; 7 = reversible defect Attribute Types Real: 1,4,5,8,10,12 Ordered: 11 Binary: 2,6,9 Nominal: 3,7,13 Variable to be predicted - absence (0) or presence (1) of heart disease Dataset Format - csv, xlsx, or any other format parsable as dataframe If the dataset is different from what I suggested, I would also request the documentation or attribute information of the dataset.
Dear eFOI user,
Mabuhay!
Thank you for utilizing the eFOI portal (www.foi.gov.ph) and exercising your right to information under Executive Order No. 2, s. 2016 on Freedom of Information in the Executive Branch.
We have received your request on Philippine Heart Disease Dataset, dated March 5, 2024.
While our primary objective is to provide information whenever possible, we regret to inform you that the requested information is not available at this Office. However, we recommend reaching out to Department of Health (DOH) at https://doh.gov.ph/contact-us/ for further assistance. Alternatively, you may resubmit your request to the appropriate agency through the eFOI portal at foi.gov.ph/request.
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FOI Officer
Department of Science and Technology