Heart Disease Dataset (Comprehensive)

This heart disease dataset is curated by combining 5 popular heart disease datasets already available independently but not combined before. In this dataset, 5 heart datasets are combined over 11 common features which makes it the largest heart disease dataset available so far for research purposes. The five datasets used for its curation are:ClevelandHungarianSwitzerlandLong Beach VAStatlog (Heart) Data Set.This dataset consists of 1190 instances with 11 features. These datasets were collected and combined at one place to help advance research on CAD-related machine learning and data mining algorithms, and hopefully to ultimately advance clinical diagnosis and early treatment.

本心脏病数据集经精心编纂而成，汇聚了5个已独立存在但尚未结合的流行心脏病数据集。该数据集将5个心脏数据集在11个共同特征的基础上进行整合，成为迄今为止用于研究目的的最大心脏病数据集。所使用的五个数据集分别为：克利夫兰数据集、匈牙利数据集、瑞士数据集、长滩VA数据集以及Statlog (Heart) 数据集。该数据集包含1190个实例和11个特征。这些数据集的收集与整合在同一地点进行，旨在推动与冠状动脉疾病相关的机器学习和数据挖掘算法的研究进展，并有望最终促进临床诊断和早期治疗的发展。