Host-pathogen co-evolution has a major effect on the features of host immune receptors.
The extraction conditions have important effects on the features of extracted pectins.
As dk-NN takes solely into account the Euclidean distances between compounds, this allows a more straightforward observation of the effect of the feature set.
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.
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.
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.
What these responses seem to be missing is the very real negative effect of the feature: the potential blow to other female DJs.
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.
21 According to the z-statistics, the independent effect of the feature-congestion measure of visual clutter 18 was smaller in size (Table 1).
