Final Exam Review. CS479/679 Pattern Recognition Dr. George Bebis. Final Exam Material. Midterm Exam Material Dimensionality Reduction Feature Selection Linear Discriminant Functions Support Vector Machines Expectation-Maximization Algorithm. Dimensionality Reduction.
Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author.While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server.
CS479/679 Pattern RecognitionDr. George Bebis
y = UTx x ϵ RN, U is NxK, and y ϵ RK
Search strategies: Optimal, Heuristic, Randomized
Evaluation strategies: filter, wrapper
solution space (ɑ1, ɑ2)
feature space (y1, y2)
(2) have low VC dimension.
K(x,y)=(x . y) d
max p(D/ θ)