1Blurb:: Restrict the cross validation process to estimating only the
2best noise tolerance.
3
4Description:: By default, cross validation estimates both the best
5noise tolerance and the best candidate basis order.  For reasons of
6reducing computational cost by reducing the number of candidate
7solves, the user may wish to restrict this process to estimating only
8the best noise tolerance.
9
10Generally speaking, computing the best noise tolerance through cross
11validation mitigates issues with over-fitting the data.  Computing the
12best candidate basis order can also mitigate overfitting, while also
13controlling levels of mutual coherence resulting from high-order
14Vandermonde-like matrix systems.
15
16Topics::
17Examples::
18Theory::
19Faq::
20See_Also::
21