# Machine Learning Challenge — Data

来源：https://www.kaggle.com/competitions/MLChallenge-2/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

<p>"Machine Intelligence is the last invention that humanity will ever need to make."
- Nick Bostrom <br>

And isn't that the final destination - the ultimate creation to revolutionize our existence? Valued at over 4.6 billion dollars, machine learning and artificial intelligence are just the scratched surface of an untouched mound of treasure. <br>

Aaruush'20 brings to you the “Machine Learning Challenge”, a 40-hour long contest that brings the participants in touch with one of the fastest-growing industries in today's market. <br>

The aim of this contest is to expose young learners and aspirants to the fields of data science, machine learning and artificial intelligence. Restating its position as one of the best techno-management collegiate fests of the country, Aaruush provides a platform for the creators of tomorrow to stoke their flames of interest and innovation. <br> 

Problem statement 2: <br>
Heart disease classifier <br>
Given 13 features related to heart diseases classify if a patient has heart disease or not. <br><br>

Features are <br>
age<br>
sex<br>
chest pain type (4 values) <br>
resting blood pressure<br>
serum cholestoral in mg/dl <br>
fasting blood sugar > 120 mg/dl <br>
resting electrocardiographic results (values 0,1,2) <br>
maximum heart rate achieved <br>
exercise induced angina <br>
oldpeak = ST depression induced by exercise relative to rest <br>
the slope of the peak exercise ST segment <br>
number of major vessels (0-3) colored by flourosopy <br>
thal: 3 = normal; 6 = fixed defect; 7 = reversable defect <br>