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  • Kaggle Heart-disease Classifictaion in 7 steps

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Kaggle Heart-disease Classifictaion in 7 steps/README.md

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@@ -7,19 +7,19 @@ The outcome heart_disease takes on either a 1 (heart disease is present) or 0 (n
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This variable is actually recoded from a variable that spanned 0 to 4, but we're going to focus on this recoding of 0/1.
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Features
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## The features
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1.age
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2.sex
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3.chest_pain: type of chest pain
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4.resting_bp: resting blood pressure
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5.cholestoral: serum cholestoral in mg/dl
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6.high_sugar: an indicator for whether fasting blood sugar > 120 mg/dl (1 = true; 0 = false)
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7.ecg: resting electrocardiographic results
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8.max_rate: maximum heart rate achieved
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9.exercise_angina: exercise induced angina (1 = yes; 0 = no)
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10.st_depression: ST depression induced by exercise relative to rest
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11.slope: the slope of the peak exercise ST segment
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12.vessels: number of major vessels (0–3) colored by flourosopy
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13.thalium_scan: thalium heart scan
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1. age
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2. sex
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3. chest_pain: type of chest pain
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4. resting_bp: resting blood pressure
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5. cholestoral: serum cholestoral in mg/dl
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6. high_sugar: an indicator for whether fasting blood sugar > 120 mg/dl (1 = true; 0 = false)
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7. ecg: resting electrocardiographic results
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8. max_rate: maximum heart rate achieved
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9. exercise_angina: exercise induced angina (1 = yes; 0 = no)
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10. st_depression: ST depression induced by exercise relative to rest
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11. slope: the slope of the peak exercise ST segment
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12. vessels: number of major vessels (0–3) colored by flourosopy
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13. thalium_scan: thalium heart scan
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You can choose any Classification algorithm you want i chose Logistic Regression
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I am trying to facilitate the steps of solving the problem to be easy and clear for you so i divide the problem into 7 Simple steps

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