skrishna/heart_disease_uci

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license: cc-by-4.0
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# Dataset Card for Dataset Name

age: age in years

sex: sex (1 = male; 0 = female)

cp: chest pain type

-- Value 1: typical angina

-- Value 2: atypical angina

-- Value 3: non-anginal pain

-- Value 4: asymptomatic

trestbps: resting blood pressure (in mm Hg on admission to the hospital)

chol: serum cholestoral in mg/dl

fbs: (fasting blood sugar > 120 mg/dl) (1 = true; 0 = false)

restecg: resting electrocardiographic results

-- Value 0: normal

-- Value 1: having ST-T wave abnormality (T wave inversions and/or ST elevation or depression of > 0.05 mV)

-- Value 2: showing probable or definite left ventricular hypertrophy by Estes' criteria

thalach: maximum heart rate achieved

exang: exercise induced angina (1 = yes; 0 = no)

oldpeak = ST depression induced by exercise relative to rest

slope: the slope of the peak exercise ST segment

-- Value 1: upsloping

-- Value 2: flat

-- Value 3: downsloping

ca: number of major vessels (0-3) colored by flourosopy

thal: 3 = normal; 6 = fixed defect; 7 = reversable defect

target: diagnosis of heart disease (angiographic disease status)

-- Value 0: < 50% diameter narrowing

-- Value 1: > 50% diameter narrowing

(in any major vessel: attributes 59 through 68 are vessels)

## Dataset Description

- **Homepage:** https://archive.ics.uci.edu/dataset/45/heart+disease
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**

### Dataset Summary

This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).

### Supported Tasks and Leaderboards

[More Information Needed]

### Languages

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## Dataset Structure

### Data Instances

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### Data Fields

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### Data Splits

[More Information Needed]

## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

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### Annotations

#### Annotation process

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#### Who are the annotators?

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### Personal and Sensitive Information

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## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

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### Other Known Limitations

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## Additional Information

### Dataset Curators

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### Licensing Information

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### Citation Information

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### Contributions

[More Information Needed]

原始信息汇总

数据集概述

数据字段详情

• age: 年龄（单位：岁）
• sex: 性别（1 = 男性；0 = 女性）
• cp: 胸痛类型
  • 值1: 典型心绞痛
  • 值2: 非典型心绞痛
  • 值3: 非心绞痛痛
  • 值4: 无症状
• trestbps: 静息血压（入院时毫米汞柱）
• chol: 血清胆固醇（单位：mg/dl）
• fbs: 空腹血糖（> 120 mg/dl）（1 = 是；0 = 否）
• restecg: 静息心电图结果
  • 值0: 正常
  • 值1: ST-T波异常（T波倒置和/或ST段抬高或压低> 0.05 mV）
  • 值2: 可能或确定的左心室肥大
• thalach: 最大心率
• exang: 运动诱发心绞痛（1 = 是；0 = 否）
• oldpeak: 相对于休息的运动诱发的ST段压低
• slope: 峰值运动ST段斜率
  • 值1: 上升
  • 值2: 平坦
  • 值3: 下降
• ca: 荧光检查着色的主要血管数（0-3）
• thal: 缺陷类型（3 = 正常；6 = 固定缺陷；7 = 可逆缺陷）
• target: 心脏病诊断（血管造影疾病状态）
  • 值0: 直径狭窄< 50%
  • 值1: 直径狭窄> 50%

许可证

• license: cc-by-4.0