File:ReducedDataSet.png
Summary
CNN reduced dataset. The crosses are the class-outliers selected by 3NN (i.e. (3,1)NN rule: among three nearest neighbours they have more than 1 instance of different classes), the squares are the prototypes and the empty circles are the absorbed points. In the lebt bottom corner the numbers of the class-outliers, prototypes and absorbed poitns are shown for all three classes. My own work done with the software E. M. Mirkes, <a rel="nofollow" class="external text" href="http://www.math.le.ac.uk/people/ag153/homepage/KNN/KNN3.html">KNN and Potential Energy: applet.</a> University of Leicester, 2011. Published under Attribution 3.0 Unported (CC BY 3.0) licence.
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| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 11:13, 6 January 2017 | | 608 × 402 (12 KB) | 127.0.0.1 (talk) | CNN reduced dataset. The crosses are the class-outliers selected by 3NN (i.e. (3,1)NN rule: among three nearest neighbours they have more than 1 instance of different classes), the squares are the prototypes and the empty circles are the absorbed points. In the lebt bottom corner the numbers of the class-outliers, prototypes and absorbed poitns are shown for all three classes. My own work done with the software E. M. Mirkes, <a rel="nofollow" class="external text" href="http://www.math.le.ac.uk/people/ag153/homepage/KNN/KNN3.html">KNN and Potential Energy: applet.</a> University of Leicester, 2011. Published under Attribution 3.0 Unported (CC BY 3.0) licence. |
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