Un résultat de consistance pour des SVM fonctionnels par interpolation spline

Details Un résultat de consistance pour des SVM fonctionnels par interpolation spline Un résultat de consistance pour des SVM fonctionnels par interpolation spline

2007-05-02

arxiv.org/abs/0705.0210v1

Comptes Rendus de l Acad\'emie des Sciences - Series I - Mathematics 343, 8 (15/10/2006) 555-560

Mathematics

Statistics Theory

6 pages

Scientific paper

10.1016/j.crma.2006.09.025

This Note proposes a new methodology for function classification with Support Vector Machine (SVM). Rather than relying on projection on a truncated Hilbert basis as in our previous work, we use an implicit spline interpolation that allows us to compute SVM on the derivatives of the studied functions. To that end, we propose a kernel defined directly on the discretizations of the observed functions. We show that this method is universally consistent.

Affiliated with

Also associated with

No associations

Rating

Un résultat de consistance pour des SVM fonctionnels par interpolation spline does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Un résultat de consistance pour des SVM fonctionnels par interpolation spline, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Un résultat de consistance pour des SVM fonctionnels par interpolation spline will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-674426