File descriptions
train.csv
- the training set
test.csv
- the test set
sampleSubmission.csv
- a sample submission file in the correct format
Data fields
DAY30
- The 30 Day mortality
AGE
- Age in years
A65
- Age >65 years (0/1)
SEX
Gender (male=0, female=1)
KILLIP
Killip class (1–4): A measure for left ventricular function
SHO
Shock: Killip class 3/4 vs. 1/2 (0/1)
DIA
Diabetes (0/1)
HYP
Hypotension: Systolic BP<100 (0/1)
HRT
Heart rate: Pulse>80 (“tachycardia,” 0/1)
ANT
Anterior infarct location (0/1)
PMI
Previous myocardial infarction (0/1)
HIG
High risk: ANT or PMI (0/1)
HEI
Height in cm
WEI
Weight in kg
SMK
Smoking (1 = never; 2 = exsmoker; 3 = current smoker)
HTN
Hypertension history (0/1)
LIP
Lipids: Hypercholesterolaemia (0/1)
PAN
Previous angina pectoris (0/1)
FAM
Family history of MI (0/1)
STE
ST elevation on ECG: Number of leads
ST4
ST elevation on ECG: >4 leads (0/1)
TTR
Time to relief of chest pain > 1 h (0/1)