Sentence examples for diverse feature selection from inspiring English sources

For a supervised analysis of the data, the classification module contains six diverse feature selection methods and six prediction algorithms, which can be combined freely by the user [see Glaab et al. (2009) and Supplementary Material].

Figure: Basic feature selection algorithm for selecting the best features.

Feature selection and a range of diverse features were used to design each model.

We next investigate the temporal auto-correlation function of reverberant signals in different reverberant conditions, illustrating a RT60-dependent feature selection is needed to achieve top performances in diverse reverberant cases.

Using such a reliable data set comprising 1651 organic and inorganic chemicals, from 79 diverse material classes, and robust dynamic binary particle swarm optimization for the feature selection step resulted in the most efficient molecular features of the FP investigations.

Feature selection could play a very prominent role where many diverse heterogeneous sources are being analyzed and correlated as feature reduction could significantly reduce storage Volume, processing Velocity, and complex Variety.

The experiment results show that the diverse motions can be identified with high accuracy by the combination of MI-based feature selection and SVM techniques.

Feature Selection Based on Joint Mutual Information.

Materialization Optimizations for Feature Selection.

Feature selection with the boruta package.

Parallel Feature Selection Inspired by Group Testing.