source: prdatasets/x80.m

Last change on this file was 142, checked in by bduin, 5 years ago

Updated collection of datasets

File size: 1.6 KB
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1%X80 Handwritten character dataset, 45 objects with 8 features in 3 classes
2%
3%       A = X80
4%
5% DESCRIPTION
6% Load the dataset in A. This is the 80X dataset, having 3 classes.
7% The 8 features are the distances from a bounding box to the
8% pixels of a set of handwritten characters 'X', '8' and '0', measured from
9% the corners along the diagonals and from the edge midpoints along the
10% horizontal and vertical central axes.
11%
12% REFERENCES
13% 1. R. Dubes and A.K. Jain, Clustering techniques: The user's dilemma,
14% Pattern Recognition, Volume 8, Issue 4, October 1976, Pages 247-260.
15% 2. A.K. Jain, R.C. Dubes, C.C. Chen, Bootstrap Techniques for Error Estimation
16% IEEE Trans. Pattern Anal. and Mach. Intel., 9(5), pp. 628-633, 1987.
17% 3. W.F. Schmidt, D.F. Levelt, and R.P.W. Duin, An experimental comparison
18% of neural classifiers with traditional classifiers, in: E.S. Gelsema,
19% L.N. Kanal (eds.), Pattern Recognition in Practice IV, Elsevier,
20% 1994, 391-402.
21%
22% See also DATASETS, PRDATASETS, IMOX
23
24% Copyright: R.P.W. Duin
25% Faculty EWI, Delft University of Technology
26% P.O. Box 5031, 2600 GA Delft, The Netherlands
27
28function a = x80
29
30a = pr_getdata('http://prtools.tudelft.nl/prdatasets/80x.mat');
31a = setname(a,'80X Characters');
32a = setlablist(a,char('8','0','X'));
33a = setfeatlab(a,char(...
34        'diagonal from top-left', ...
35        'vertical from top-center', ...
36        'diagonal from top-right', ...
37                'horizontal from right-center', ...
38                'diagonal from bottom-right', ...
39                'vertical from bottom-center', ...
40                'diagonal from bottom-left', ...
41                'horizontal from left-center'));
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