@book{homl-large-scale, author = "Aurélien Géron", title = "Hands-on Machine Learning", edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "154", } @book{homl-hard-few, author = "Aurélien Géron", title = "Hands-on Machine Learning", edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "155", } @book{homl-nonlinear-linear, author = "Aurélien Géron", title = "Hands-on Machine Learning", edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "157", } @book{homl-feat-poly, author = "Aurélien Géron", title = "Hands-on Machine Learning", edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "158", } @book{homl-poly, author = "Aurélien Géron", title = "Hands-on Machine Learning", edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "159", } @book{homl-feat-simi, author = "Aurélien Géron", title = "Hands-on Machine Learning", edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "160", } @book{homl-rbf, author = "Aurélien Géron", title = "Hands-on Machine Learning", edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "161", } @book{homl-linear, author = "Aurélien Géron", title = "Hands-on Machine Learning", edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "163", } @book{homl-nonlinear, author = "Aurélien Géron", title = "Hands-on Machine Learning", edition = "2nd", year = "2019", publisher = "O'Reilly", pages = "164", } @article{scaling, author = "Minaxi Arora and Lekha Bhambhu", title = "Role of Scaling in Data Classification Using SVM", year = "2014", journal = "IJARCSSE", volume = "4", issue = "10", pages = "271-273", } @book{multi-class, author = "Paresh Deka", title = "A primer on machine learning applications in civil engineering", year = "2020", publisher = "CRC Press", pages = "86-89", } @book{mri, author = "Anand Kulkarni and Suresh Satapathy", title = "Optimization in Machine Learning and Applications", year = "2020", publisher = "Springer", pages = "51-68", } @book{optimization, author = "Anand Kulkarni and Suresh Satapathy", title = "Optimization in Machine Learning and Applications", year = "2020", publisher = "Springer", pages = "54", } @phdthesis{large-scale, author = "Antoine Bordes", title = "New Algorithms for Large-Scale SVM", year = "2010", school = "Université Paris VI", } @misc{examples, author = "Abhishek Ghose", title = "Learning SVMs From Examples", year = "2017", url = "https://www.kdnuggets.com/2017/08/support-vector-machines-learning-svms-examples.html", }