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Diabetes(scikit-learn)
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.. _diabetes_dataset:
Diabetes dataset
----------------
Ten baseline variables, age, sex, body mass index, average blood
pressure, and six blood serum measurements were obtained for each of n =
442 diabetes patients, as well as the response of interest, a
quantitative measure of disease progression one year after baseline.
**Data Set Characteristics:**
:Number of Instances: 442
:Number of Attributes: First 10 columns are numeric predictive values
:Target: Column 11 is a quantitative measure of disease progression one year after baseline
:Attribute Information:
- age age in years
- sex
- bmi body mass index
- bp average blood pressure
- s1 tc, total serum cholesterol
- s2 ldl, low-density lipoproteins
- s3 hdl, high-density lipoproteins
- s4 tch, total cholesterol / HDL
- s5 ltg, possibly log of serum triglycerides level
- s6 glu, blood sugar level
Note: Each of these 10 feature variables have been mean centered and scaled by the standard deviation times the square root of `n_samples` (i.e. the sum of squares of each column totals 1).
Source URL:
https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html
For more information see:
Bradley Efron, Trevor Hastie, Iain Johnstone and Robert Tibshirani (2004) "Least Angle Regression," Annals of Statistics (with discussion), 407-499.
(https://web.stanford.edu/~hastie/Papers/LARS/LeastAngle_2002.pdf)
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arff
Bradley Efron, Trevor Hastie, Iain Johnstone and Robert Tibshirani 09-01-2012 2024-01-18T11:18:24
English BSD (from scikit-learn) https://test.openml.org/data/v1/download/17765/Diabetes(scikit-learn).arff
17765 class test Bradley Efron, Trevor Hastie, Iain Johnstone and Robert Tibshirani (2004) (Least Angle Regression) Annals of Statistics (with discussion), 407-499 public https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html https://web.stanford.edu/~hastie/Papers/LARS/LeastAngle_2002.pdf active
2024-01-18 11:19:05 01ccd42c39e2c9e5fc48bcb029171b7f