Sentence examples for methods including support from inspiring English sources

The proposed method is compared with other methods, including support vector machine (SVM), neural network, and Bayesian classifier.

Many of these methods, including support vector machines (SVMs), the main topic of this chapter, have been applied with success to information retrieval problems, particularly text classification.

We compare the experimental results obtained by Genetic Programming with the ones of a set of "non-evolutionary" Machine Learning methods, including Support Vector Machines, Artificial Neural Networks, Linear and Least Square Regression.

In [110, 111, 112], local features such as histogram of oriented gradients (HOG) were processed with pattern recognition methods including support vector machine (SVM) and cascaded AdaBoost.

In England, the National Health Service (NHS) had actively facilitated clinical research using various methods, including support via the National Institute of Health Research NIHRR).

Further the efficiency of the feature selection methods including support vector machine recursive feature elimination (SVM-RFE), Chi Squared, and CSF were compared.

Its main methods include support vector machine [14, 22, 23] and boosting [1, 18].

The supervised classification methods include support vector machine (SVM) and Linear Discriminant Analysis (LDA), whilst the used unsupervised include K-means and Bayes.

Examples of applications of these methods include Support Vector Machines (SVM) [ 8, 9], random forest [ 10], neural networks [ 11], factor analysis [ 12], logistic regression, linear discriminant and quadratic discriminant analysis [ 13].

Informal methods included peer support, support from family and friends and the use of humour.

In this case, classification-based methods have been studied, including support vector machines (SVM) [12, 20], naïve Bayes classifiers (NBC) [21 23], and multi-layer perceptrons (MLP) [14, 21].