Sentence examples for by optimizing support vector from inspiring English sources

On most datasets, the best model could be built by optimizing support vector machines (see Table 4).

To build the most predictive model for each dataset, we optimized support vector machine parameters and selected the best number of features (see Fig. 4).

The support vector classifier was created by exporting the symptom-vectors of the known mitochondrial and non-mitochondrial diseases.

The stability constant, namely the association constant (logK), was correlated with six descriptors by Best Multi-Linear Regression (BMLR), Radial Basis Function Neural Network (RBFNN) and Uniform Design Optimized Support Vector Machine (UDO-SVM) methods.

However, this risk can be reduced by optimizing the vector design and depends on the target cell type.

Let be the sequence generated by the iterative algorithm obtained by optimizing over one vector variable at a time.

By optimizing expression vectors and expression conditions, all BVMOs were obtained in a soluble form.

Using the P RMSD, P ΔS, and P Geom calculated from known disulfide bonds as variables, the prediction model was trained and optimized by implementing the Support Vector Machine method (SVM) (Lin and Chang 2011).

Thus generated, the velocity was optimized according to the measures obtained by the support vector machine.

This work presents three predictive models for hydrocarbon gas-water IFT prediction namely radial basis function networks optimized by genetic algorithm (GA-RBF), least square support vector machine optimized by coupled simulated annealing (CSA-LSSVM) and adaptive neuro-fuzzy inference system optimized by combination of PSO and hybrid methods (CHPSO-ANFIS).

Fig. 8 Classification by the support vector machine (SVM).