Sentence examples for multiple feature combinations from inspiring English sources

Multiple feature combinations were tested using a texture classification method.

Figure 3 F 1 -scores measuring the texture classification accuracy for the KTH-TIPS dataset using multiple feature combinations.

Multiple feature combinations were evaluated based on the spatial coordinates (x and y), the luminance (I) and color channels (R, G, and B), the first and second order gradient magnitudes (|I x |, |I y |, |I xx |, |I xy | and |I yy |), and the enhanced local binary covariance matrices (ELBCM) features proposed in [18].

The production of multiple features in combinations of serial and parallel operations is not fully considered.

A novel feature selection scheme is also proposed in this paper as a mend on the second problem and it can generate multiple subsets with variable feature combinations supporting classification tasks.

In ensemble-based feature selection method, multiple feature subsets are combined to select an optimal subset of features using combination of feature ranking that improves classification accuracy.

When analysing several feature combinations from multiple data points, care must be taken not to introduce errors in statistical analysis by overfitting of data.

In [7], a combination of multiple feature sets and PCA was used for FER.

Using Mutual Information to Design Feature Combinations.

Feature combinations can improve classification results [9].

While individual features can often yield highly accurate clustering results, different individual features or even different combinations of multiple features may perform better across different populations of criminal websites as our results will show.