Title of article
Multiresolution estimates of classification complexity
Author/Authors
S.، Singh, نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2003
Pages
-1533
From page
1534
To page
0
Abstract
In this paper, we study two measures of classification complexity based on feature space partitioning: purity and neighborhood separability. The new measures of complexity are compared with probabilistic distance measures and a number of other nonparametric estimates of classification complexity on a total of 10 databases from the University of California, Irvine, (UCI) repository.
Keywords
Abdominal obesity , Food patterns , Prospective study , waist circumference
Journal title
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Serial Year
2003
Journal title
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Record number
95181
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