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Liver Disorders/README.md
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**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
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![](1265.jpg) ![](1265.jpg)
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This *intermediate* level data set has 398 rows and 9 columns and provides mileage, horsepower, model year, and other technical specifications for cars. 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 data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **regression 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:
...@@ -25,8 +26,6 @@ The Following data dictionary gives more details on this data set: ...@@ -25,8 +26,6 @@ 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 | Atrribute 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 |
...@@ -39,5 +38,5 @@ The Following data dictionary gives more details on this data set: ...@@ -39,5 +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 [Auto MPG Data Set (UC Irvine)](https://archive.ics.uci.edu/ml/datasets/auto+mpg). The UCI page mentions [StatLib (Carnegie Mellon University)](http://lib.stat.cmu.edu/datasets/) as the original source of the data set. The UCI page mentions [StatLib (Carnegie Mellon University)](http://lib.stat.cmu.edu/datasets/) as the original source of the data set.
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