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misc.txt
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misc.txt
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We have a total of 918 datapoint with 11 features for predicting heart diseas.
* Age: age of the patient in years
* Sex: sex of the patient
* M: Male
* F: Female
* ChestPainType: chest pain type
* TA: Typical Angina
* ATA: Atypical Angina
* NAP: Non-Anginal Pain
* ASY: Asymptomatic
* RestingBP: resting blood pressure in mm Hg
* Cholesterol: serum cholesterol in mm/dl
* FastingBS: fasting blood sugar
* 1: FastingBS > 120 mg/dl,
* 0: otherwise
* RestingECG: resting electrocardiogram results
* Normal: Normal
* ST: having ST-T wave abnormality (T wave inversions and/or ST elevation or depression of > 0.05 mV)
* LVH: showing probable or definite left ventricular hypertrophy by Estes' criteria
* MaxHR: maximum heart rate achieved (Numeric value between 60 and 202)
* ExerciseAngina: exercise-induced angina
* Y: Yes
* N: No
* Oldpeak: oldpeak = ST (Numeric value measured in depression)
* ST_Slope: the slope of the peak exercise ST segment
* Up: upsloping
* Flat: flat
* Down: downsloping
* HeartDisease: output class
* 1: heart disease
* 0: Normal