571 search results - page 49 / 115 » Testing homogeneity of a large data set by bootstrapping |
ICIP
2005
IEEE
16 years 1 months ago
2005
IEEE
In this paper we discuss a general framework for feature selection based on nonparametric statistics. The three stage approach we propose is based on the assumption that the avail...
WSC
2004
15 years 1 months ago
2004
Using simulated data to develop and study diagnostic tools for data analysis is very beneficial. The user can gain insight about what happens when assumptions are violated since t...
127
click to vote
ACML
2009
Springer
15 years 4 months ago
2009
Springer
A fundamental assumption for any machine learning task is to have training and test data instances drawn from the same distribution while having a sufficiently large number of tra...
111
click to vote
ICTAI
2007
IEEE
15 years 6 months ago
2007
IEEE
We review a method of generating logical rules, or axioms, from empirical data. This method, using closed set properties of formal concept analysis, has been previously described ...
GECCO
2009
Springer
15 years 4 months ago
2009
Springer
Typical domains used in machine learning analyses only partially cover the complexity space, remaining a large proportion of problem difficulties that are not tested. Since the ac...