Interpretable Projection Pursuit [Thesis]
- SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Stanford University, CA (United States)
The goal of this thesis is to modify projection pursuit by trading accuracy for interpretability. The modification produces a more parsimonious and understandable model without sacrificing the structure which projection pursuit seeks. The method retains the nonlinear versatility of projection pursuit while clarifying the results.
- Research Organization:
- SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)
- Sponsoring Organization:
- USDOE Office of Science (SC)
- DOE Contract Number:
- AC02-76SF00515
- OSTI ID:
- 1454056
- Report Number(s):
- SLAC-R--355; SLAC--355; STAN-LCS--106
- Country of Publication:
- United States
- Language:
- English
Similar Records
Interpretable projection pursuit
Projection pursuit adaptation on polynomial chaos expansions
Projection Pursuit Indices Based on the Empirical Distribution Function
Technical Report
·
Sun Oct 01 00:00:00 EDT 1989
·
OSTI ID:5005529
Projection pursuit adaptation on polynomial chaos expansions
Journal Article
·
Wed Dec 20 19:00:00 EST 2023
· Computer Methods in Applied Mechanics and Engineering
·
OSTI ID:2421877
Projection Pursuit Indices Based on the Empirical Distribution Function
Journal Article
·
Thu Sep 01 00:00:00 EDT 2005
· Journal of Computational and Graphical Statistics
·
OSTI ID:876880