##Diabetes Prediction
건강과 관련된 상태 데이터를 이용해서 당뇨병 여부를 예측하는 문제 입니다.

##Input Featrues
- **HighBP**: 0 = no high BP 1 = high BP
- **HighChol**: 0 = no high cholesterol 1 = high cholesterol
- **CholCheck**: 0 = no cholesterol check in 5 years 1 = yes cholesterol check in 5 years
- **BMI**: Body Mass Index
- **Smoker**: Have you smoked at least 100 cigarettes in your entire life? [Note: 5 packs = 100 cigarettes] 0 = no 1 = yes
- **Stroke**: (Ever told) you had a stroke. 0 = no 1 = yes
- **HeartDiseaseorAttack**: coronary heart disease (CHD) or myocardial infarction (MI) 0 = no 1 = yes
- **PhysActivity**: physical activity in past 30 days - not including job 0 = no 1 = yes
- **Fruits**: Consume Fruit 1 or more times per day 0 = no 1 = yes
- **Veggies**: Consume Vegetables 1 or more times per day 0 = no 1 = yes
- **HvyAlcoholConsump**: (adult men >=14 drinks per week and adult women>=7 drinks per week) 0 = no 1 = yes
- **AnyHealthcare**: Have any kind of health care coverage, including health insurance, prepaid plans such as HMO, etc. 0 = no 1 = yes
- **NoDocbcCost**: Was there a time in the past 12 months when you needed to see a doctor but could not because of cost? 0 = no 1 = yes
- **GenHlth**: Would you say that in general your health is: scale 1-5, 1 = excellent, 2 = very good, 3 = good, 4 = fair, 5 = poor
- **MentHlth**: days of poor mental health scale 1-30 days
- **PhysHlth**: physical illness or injury days in past 30 days scale 1-30
- **DiffWalk**: Do you have serious difficulty walking or climbing stairs? 0 = no 1 = yes
- **Sex**: 0 = female 1 = male
- **Age**: 13-level age category (_AGEG5YR see codebook) 1 = 18-24, 9 = 60-64, 13 = 80 or older
- **Education**: Education level (EDUCA see codebook) scale 1-6 1 = Never attended school or only kindergarten 2 = elementary etc.
- **Income**: Income scale (INCOME2 see codebook) scale 1-8 1 = less than $10,000 5 = less than $35,000 8 = $75,000 or more
##Output
- **Diabetes_binary**: 0 = no diabetes 1 = diabetes