[80] | 1 | %IMOX Handwritten character dataset, 192 objects, 8 features, 4 classes |
---|
| 2 | % |
---|
| 3 | % A = IMOX |
---|
| 4 | % |
---|
| 5 | % Load the dataset in A. The features are the distances from a bounding box |
---|
| 6 | % to the pixels of a set of handwritten characters 'I', 'M', 'O', and 'X', |
---|
| 7 | % measured form the corners along the diagnoals and from the edge midpoints |
---|
| 8 | % along the horizontal and vertical central axes. |
---|
| 9 | % |
---|
[142] | 10 | % REFERENCES |
---|
| 11 | % 1. R. Dubes and A.K. Jain, Clustering techniques: The user's dilemma, |
---|
| 12 | % Pattern Recognition, Volume 8, Issue 4, October 1976, Pages 247-260. |
---|
| 13 | % 2. A.K. Jain, R.C. Dubes, C.C. Chen, Bootstrap Techniques for Error Estimation |
---|
| 14 | % IEEE Trans. Pattern Anal. and Mach. Intel., 9(5), pp. 628-633, 1987. |
---|
| 15 | % 3. W.F. Schmidt, D.F. Levelt, and R.P.W. Duin, An experimental comparison |
---|
| 16 | % of neural classifiers with traditional classifiers, in: E.S. Gelsema, |
---|
| 17 | % L.N. Kanal (eds.), Pattern Recognition in Practice IV, Elsevier, |
---|
| 18 | % 1994, 391-402. |
---|
| 19 | % |
---|
[80] | 20 | % See also DATASETS, PRDATASETS, X80 |
---|
| 21 | |
---|
[150] | 22 | % Copyright: R.P.W. Duin |
---|
[80] | 23 | % Faculty EWI, Delft University of Technology |
---|
| 24 | % P.O. Box 5031, 2600 GA Delft, The Netherlands |
---|
| 25 | |
---|
[137] | 26 | function a = imox |
---|
[80] | 27 | |
---|
[137] | 28 | a = pr_getdata; |
---|
[142] | 29 | a = setname(a,'IMOX Characters'); |
---|
[122] | 30 | a = setlablist(a,char('I','M','O','X')); |
---|
| 31 | a = setfeatlab(a,char(... |
---|
[80] | 32 | 'diagonal from top-left', ... |
---|
| 33 | 'vertical from top-center', ... |
---|
| 34 | 'diagonal from top-right', ... |
---|
| 35 | 'horizontal from right-center', ... |
---|
| 36 | 'diagonal from bottom-right', ... |
---|
| 37 | 'vertical from bottom-center', ... |
---|
| 38 | 'diagonal from bottom-left', ... |
---|
| 39 | 'horizontal from left-center')); |
---|