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Jonathan Alexander (PhD 1993), rhetorician and professor of English at University of California, Irvine [1]; Ray Authement (MA 1952, PhD 1956), fifth president of the University of Louisiana at Lafayette, 1974–2008; longest serving president of a public university in the United States; received two graduate degrees from LSU; [2] [3] "father of Louisiana state archives"
Whereas the SVM classifier supports binary classification, multiclass classification and regression, the structured SVM allows training of a classifier for general structured output labels. As an example, a sample instance might be a natural language sentence, and the output label is an annotated parse tree .
A training example of SVM with kernel given by φ((a, b)) = (a, b, a 2 + b 2) Suppose now that we would like to learn a nonlinear classification rule which corresponds to a linear classification rule for the transformed data points φ ( x i ) . {\displaystyle \varphi (\mathbf {x} _{i}).}
In machine learning, kernel machines are a class of algorithms for pattern analysis, whose best known member is the support-vector machine (SVM). These methods involve using linear classifiers to solve nonlinear problems. [1]
Louisiana State University Shreveport (LSU Shreveport or LSUS) is a public university in Shreveport, Louisiana. It is part of the Louisiana State University System . Initially, a two-year college, LSUS has expanded into a university with 25 undergraduate degree programs, 13 master's degree programs, and a Doctorate of Education in Leadership ...
Vladimir Naumovich Vapnik (Russian: Владимир Наумович Вапник; born 6 December 1936) is a computer scientist, researcher, and academic.He is one of the main developers of the Vapnik–Chervonenkis theory of statistical learning [1] and the co-inventor of the support-vector machine method and support-vector clustering algorithms.
Louisiana State University (officially Louisiana State University and Agricultural and Mechanical College, commonly referred to as LSU) is an American public land-grant research university in Baton Rouge, Louisiana, United States. [8]
The Louisiana State University System is a system of public colleges and universities in Louisiana. It is budgetarily the largest public university system in the state. William F. Tate IV is president of the LSU system, and also serves as chancellor of its flagship campus and namesake, Louisiana State University.