4864
Diabetes(scikit-learn)
17
.. _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, T-Cells (a type of white blood cells)
- s2 ldl, low-density lipoproteins
- s3 hdl, high-density lipoproteins
- s4 tch, thyroid stimulating hormone
- s5 ltg, lamotrigine
- s6 glu, blood sugar level
Note: Each of these 10 feature variables have been mean centered and scaled by the standard deviation times `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)
1
arff
Bradley Efron, Trevor Hastie, Iain Johnstone and Robert Tibshirani 09-01-2012 2021-03-02T11:12:36
English BSD (from scikit-learn) https://test.openml.org/data/v1/download/16559/Diabetes(scikit-learn).arff
16559 class test Bradley Efron, Trevor Hastie, Iain Johnstone and Robert Tibshirani (2004) (Least Angle Regression) Annals of Statistics (with discussion), 407-499 public http://www4.stat.ncsu.edu/~boos/var.select/diabetes.html http://web.stanford.edu/~hastie/Papers/LARS/LeastAngle_2002.pdf http://openml1.win.tue.nl/dataset4864/dataset_4864.pq active
2021-03-02 11:14:03 104f7955b932d5a1183dcec1de761bc5