Sentence examples for using the generated features from inspiring English sources

Finally, in the classification phase, several machine learning classifiers, such as K-nearest neighbour, support vector machines and Naïve Bayes classifiers are trained using the generated features in order to classify the images onto the respective classes.

Three audio classification problems were evaluated using the generated features, and significant improvements in execution time were reported when the results were compared to those obtained with features searched using GA, as described in [22].

Therefore, adjustable parameters in the IUP predictor are the window length L (used in generating features), the number of decision-making instances K in each node on RMCT and number of tree nodes participating in final classification decision (N).

(Dyer et al., 2011) limit the data sources used to generate features so as to exclude the possibility of any missing values.

These sequences were used to generate features for the SVM training-testing protocol used in the study (available at the CyclinPred server).

Dictionaries are used to generate features corresponding to the existence of a given term, or part of it, in the dictionary.

Soft lithography has been used to generate features that mimic the layout of a blood vessel or facilitate a multicell-type culture.

In this case, the 2D discrete wavelet transform has been used to generate features from images.

We also demonstrate that 10 other discretization algorithms can also be used to generate features that yield improved performance when used in combination with the original non-discretized data.

Most prediction methods used to generate features returned both a discrete prediction and a score reflecting the strength and reliability of the prediction.

An activity zone further contains block-level reference information, which is used to generate features for semi-supervised classification using transductive support vector machines.