Bayes' Theorem Conditional Probability Computation

For a given heart diseasheart desease dataset dataset in xls format i want to compute the conditional probabilities using Bayes theorem. Compute 10 cases of your choice. Results in microsoft word 2003 or microsoft word 2007 .Use Equation Editor.

look at the picture attached, to have an idea !

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Attribute Information:

Attribute Information:

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-- 1. age

-- 2. sex

-- 3. chest pain type (4 values)

-- 4. resting blood pressure

-- 5. serum cholestoral 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. oldpeak = 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 flourosopy

-- 13. thal: 3 = normal; 6 = fixed defect; 7 = reversable defect

Variable to be predicted

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Absence (0) or presence (1) of heart disease

Algoritmi Matematiikka Tilastoanalyysi Tilastotiede

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