Sentence examples for methods of feature from inspiring English sources

Two methods of feature selection are proposed.

The results of experiments show that our improvements of Gini index behave better than other methods of feature selection.

We use the static features for the purpose of speed, since filter methods of feature selection (which work with static features) are quite fast.

The main objective of this paper is to compare the methods of feature selection and different learning classifiers when applied to MALDI-MS data and to provide a subsequent reference for the analysis of MS proteomics data.

As research on the extraction of acoustic properties of speech for emotion recognition progresses, the need of investigating methods of feature extraction taking into account the necessities of real time processing systems becomes more important.

In order to reduce the large dimensionality of the data set while keeping the relevant information provided by the sensors, two different methods of feature selection and data compression were used (the kernels method and Discrete Wavelet Transform feature extraction method).

This method of feature selection is compared with Genetic Algorithm (GA) results.

The framework has two main components: a filter component, which uses a filter method of feature selection and a wrapper component, which implements a wrapper method of feature selection with a machine learning based occupancy estimator.

The experiment results indicate that the method of feature extraction using SR can effectively represent the original data better.

Results: We compared a well-known method of feature selection, Support Vector Machine Recursive Feature Elimination (SVMRFE), and a recently developed method, Gradient based Leave-one-out Gene Selection (GLGS) that effectively performs microarray data analysis.

The method of feature extraction from the vibration signals of the water hydraulic motor based on the second-generation wavelet is investigated.