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Least-squares support-vector machines (LS-SVM) for statistics and in statistical modeling, are least-squares versions of support-vector machines (SVM), which are a set of related supervised learning methods that analyze data and recognize patterns, and which are used for classification and regression analysis.
LIBSVM and LIBLINEAR are two popular open source machine learning libraries, both developed at the National Taiwan University and both written in C++ though with a C API. LIBSVM implements the sequential minimal optimization (SMO) algorithm for kernelized support vector machines (SVMs), supporting classification and regression. [1]
The structured support-vector machine is a machine learning algorithm that generalizes the Support-Vector Machine (SVM) classifier. Whereas the SVM classifier supports binary classification, multiclass classification and regression, the structured SVM allows training of a classifier for general structured output labels.
While the SVM model is primarily designed for binary classification, multiclass classification, and regression tasks, structured SVM broadens its application to handle general structured output labels, for example parse trees, classification with taxonomies, sequence alignment and many more.
LSU RESEARCH magazine informs readers about university research programs. Apollo's Lyre is a poetry and fiction magazine published each semester by the Honors College. LSU Alumni Magazine is a quarterly which focuses on Alumni success and current university news sent out to alumni everywhere. Gumbo is the university's yearbook, which may be ...
William F. Tate IV is president of the LSU system, and also serves as chancellor of its flagship campus and namesake, Louisiana State University. Administrative headquarters are located in the University Administration Building on the property of Louisiana State University in Baton Rouge.
William F. Tate IV is an American social scientist and higher education administrator. In May 2021, he was selected as president of the Louisiana State University system, and chancellor of the flagship school in Baton Rouge.
Lee served as the Associate Vice President for Research at LSU from 2010 to 2015. From July 2015 to June 2021 he served as the Vice Provost for Academic Programs and Support Services at LSU. He served as the Interim Executive Vice President & Provost, the chief academic and chief operating officer for the institution, from July 2021 to August 2022.