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License

unknown (from Weka repository)

Dependencies

Tags

arff slurped Weka

Attribute Types

Floating Point

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# Instances: 43 / # Attributes: 3
HDF5 (11.1 KB) XML CSV ARFF LibSVM Matlab Octave

Original Data Format

arff

Name

diabetes_numeric

Version mldata

0

Comment

This data set concerns the study of the factors affecting patterns of insulin-dependent diabetes mellitus in children. The objective is to investigate the dependence of the level of serum C-peptide on the various other factors in order to understand the patterns of residual insulin secretion. The response measurement is the logarithm of C-peptide concentration (pmol/ml) at the diagnosis, and the predictor measurements age and base deficit, a measure of acidity.

Source: collection of regression datasets by Luis Torgo (ltorgo@ncc.up.pt) at http://www.ncc.up.pt/~ltorgo/Regression/DataSets.html Original source: Book Generalized Additive Models (p.304) by Hastie & Tibshirani, Chapman & Hall.
Characteristics: 43 cases; 3 continuous variables

Names

age,deficit,c_peptide,

Types

1. numeric
2. numeric
3. numeric

Data (first 10 data points)

age	defi...	c_pe...
5.2	-8.1	4.8
8.8	-16.1	4.1
10.5	-0.9	5.2
10.6	-7.8	5.5
10.4	-29.0	5.0
1.8	-19.2	3.4
12.7	-18.9	3.4
15.6	-10.6	4.9
5.8	-2.8	5.6
1.9	-25.0	3.7
...	...	...

Description

A gzip'ed tar containing UCI and UCI KDD datasets (uci-20070111.tar.gz, 17,952,832 Bytes)

URLs

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Publications

Data Source

http://www.ics.uci.edu/~mlearn/MLRepository.html http://kdd.ics.uci.edu/

Measurement Details

Usage Scenario

revision 1

by mldata on 2011-09-14 15:15

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