Sentence examples for effect of the feature from inspiring English sources

Hence, the effect of the feature selection threshold on the classification performance for Method 3 and Method 4 is also studied, as shown in Figure 14.

More specifically, based on the shape of the score list of each feature type when querying, the method can estimate the effect of the feature, determining its weight for fusion.

Instead, it should be regarded as the effect of the feature spaces in which the different kernels work and as a hint that the domain should not be defined too strictly.

The effect of the feature reduction stage is most shown in the classification results: an improvement in accuracy is overall noticed in experiments employing our feature reduction algorithm, a smaller effect of feature reduction can be seen for PCA which shows the robustness of our algorithm in discerning significant features.

Furthermore, error rates were overall higher for color than for orientation targets (5.6% vs. 3.6%), F 1,11) = 27.3, p<.0003, with the effect of the feature contrast manipulation being more pronounced for the color than for orientation: F 2,22) = 3.8, p<.04.

However, none of the coefficients had a change in sign, meaning that the effect of the feature detected by the feature selection algorithm in the reduced set was conserved.

This technique alleviates the dominance effect of the features, and reduces the dimensionality of the feature vectors used in each model.

21 According to the z-statistics, the independent effect of the feature-congestion measure of visual clutter 18 was smaller in size (Table 1).

In the following, two sets of experiments will be conducted to evaluate the effects of the feature selection and sampling rate adjustment, respectively, on the accuracy of both activity and identity recognitions.

This demonstrates the finer clustering effects of the feature sorting algorithm.

The effect of this feature on response correctness was found to be insignificant for all user types.