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222
P. Kontkanen et al. / Supervised model-based visualization of high-dimensional data
Ionosphere
Iris Plant
Liver Disorders
Lymphography
Mole Fever
Mushrooms
Figure 3: Two-dimensional visualizations of datasets 13–18 in Table 1.
three-dimensional case the results are better with 17 datasets (with 3 ties). Secondly, the
overall classification accuracy with the reduced data sets is not significantly worse than with the
methods exploiting the original multidimensional vectors. As a matter of fact, in some cases
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