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Liver Disorders/README.md
...@@ -5,11 +5,11 @@ Copyright (c) 2016 - 2019 ...@@ -5,11 +5,11 @@ Copyright (c) 2016 - 2019
**Level:** Intermediate <br/> **Level:** Intermediate <br/>
**Recommended Use:** Classification/Regression/Clustering Models<br/> **Recommended Use:** Classification/Regression/Clustering Models<br/>
**Domain:** Healthcare<br/> **Domain:** Healthcare<br/>
## Liver Disorders Data Set ## Liver Disorders Data Set
### Patterns relating liver disorder and alcohol consumption ### Patterns relating liver disorder and alcohol consumption
--- ---
...@@ -18,15 +18,15 @@ Copyright (c) 2016 - 2019 ...@@ -18,15 +18,15 @@ Copyright (c) 2016 - 2019
This *intermediate* level data set has 345 rows and 7 columns, where the 7th column is not a variable but just a train/test selector. The headers have to be manually placed in the data set. This *intermediate* level data set has 345 rows and 7 columns, where the 7th column is not a variable but just a train/test selector. The headers have to be manually placed in the data set.
The dataset does not contain any variable representing presence or absence of a liver disorder. The dataset does not contain any variable representing presence or absence of a liver disorder.
This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, **regression**, **classification** and **clustering** modelling techniques. This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, **regression**, **classification** and **clustering** modelling techniques.
Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques.
The Following data dictionary gives more details on this data set: The Following data dictionary gives more details on this data set:
--- ---
### Data Dictionary ### Data Dictionary
| Column Position | Atrribute Name | Definition | Data Type | Example | % Null Ratios | | Column Position | Attribute Name | Definition | Data Type | Example | % Null Ratios |
|------------------- |--------------------------- |---------------------------------------------------------------------- |-------------- |--------------- |--------------- | |------------------- |--------------------------- |---------------------------------------------------------------------- |-------------- |--------------- |--------------- |
| 1 | Mcv | Mean Corpuscular Volume (Blood Test) | Quantitative | 85, 91, 96 | 0 | | 1 | Mcv | Mean Corpuscular Volume (Blood Test) | Quantitative | 85, 91, 96 | 0 |
| 2 | Alkphos | Alkaline Phosphotase (Blood Test) | Quantitative | 78, 55, 70 | 0 | | 2 | Alkphos | Alkaline Phosphotase (Blood Test) | Quantitative | 78, 55, 70 | 0 |
...@@ -38,5 +38,5 @@ The Following data dictionary gives more details on this data set: ...@@ -38,5 +38,5 @@ The Following data dictionary gives more details on this data set:
### Acknowledgement ### Acknowledgement
This data set has been sourced from the Machine Learning Repository of University of California, Irvine [Liver Disorders Data Set (UC Irvine)](https://archive.ics.uci.edu/ml/datasets/Liver+Disorders). This data set has been sourced from the Machine Learning Repository of University of California, Irvine [Liver Disorders Data Set (UC Irvine)](https://archive.ics.uci.edu/ml/datasets/Liver+Disorders).
The UCI page mentions BUPA Medical Research Ltd as the original source of the data set. The UCI page mentions BUPA Medical Research Ltd as the original source of the data set.
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