Sentence examples for for support vector from inspiring English sources

LIBSVM [12] is a library for support vector machines.

Choosing optimal hyperparameter values for support vector machines is an important step in SVM design.

General noise cost functions have been recently proposed for support vector regression (SVR).

Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods.

Then the results were adopted as inputs for support vector machines to predict friction force and friction torque.

A nested uniform design (UD) methodology is proposed for efficient, robust and automatic model selection for support vector machines (SVMs).

The CASVM web server for support-vector-machines-based prediction of caspase cleavage sites [49] predicts 5 cleavage sites in OCT4 (Figure S8).

In this sense, the current research is focused on the estimation of the hyper-parameters required for the support vector machines technique for regression (SVR), by means of evolutionary strategies.

In the speckle-free feature set, the area under the ROC curve was 0.96 for the support vector machines classifier whereas for the probabilistic neural networks was 0.91.

For classification, Support Vector Machines were used, while for the regression problems, Multi-Layer Perceptrons were employed.

Using 10-fold cross validation for parameter optimization and resampling analysis for evaluation, support vector machine and random forest outperformed the other machine learning methods.