Support Vector Machines and Generalisation in HEP.
A. BethaniAdrian J. BevanJon HaysTom J. StevensonPublished in: CoRR (2016)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- feature selection
- kernel methods
- cross validation
- classification accuracy
- multi class
- logistic regression
- loss function
- high sensitivity
- binary classification
- svm classifier
- data sets
- small number
- hyperplane
- generalization ability
- image sequences
- maximum margin
- machine learning
- kernel function
- knn
- special case
- lower bound
- support vectors
- clustering algorithm
- multiple kernel learning
- neural network