Heart Attack Dataset

The heart attack datasets were collected at Zheen hospital in Erbil, Iraq, from January 2019 to May 2019. The attributes of this dataset are: age, gender, heart rate, systolic blood pressure, diastolic blood pressure, blood sugar, ck-mb and troponin with negative or positive output. According to the provided information, the medical dataset classifies either heart attack or none. The gender column in the data is normalized: the male is set to 1 and the female to 0. The glucose column is set to 1 if it is > 120; otherwise, 0. As for the output, positive is set to 1 and negative to 0.本心脏病数据集采集自伊拉克埃尔比勒市Zheen医院，采集时段为2019年1月至2019年5月。该数据集包含以下属性：年龄、性别、心率、收缩压、舒张压、血糖、肌酸激酶同工酶MB（ck-mb）以及肌钙蛋白（troponin），并附带二分类输出标签。根据数据集说明，本医学数据集用于二分类任务，即判断受试者是否发作心脏病。数据集中的性别列已完成归一化处理：男性标记为1，女性标记为0；血糖列同样完成归一化：若血糖值大于120，则标记为1，否则标记为0。对于输出标签而言，阳性（即发作心脏病）标记为1，阴性（即未发作心脏病）标记为0。