in order to compare any new method, we have to consider best known results for such comparison. So, any suggestion to know the best reported accuracy for UCI datasets.
I asked the same question myself and it seems that one must dig into published works of reputable journals & conferences to have a clear answer.
Hi ,
Check this publication:
http://jmlr.org/papers/volume15/delgado14a/delgado14a.pdf
The authors report classification accuracy for many ANN models.
Best,
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