Sentence examples for stability of features from inspiring English sources
Our assessment of the stability of features identified in each method highlighted NetRank [ 11] as the most stable approach in both cancers.
2D cross correlations of the resultant smoothed probability density histograms were calculated for both intra- and interelectrode comparisons, to calculate stability of features through time within electrode, and specificity of features recorded between electrodes (Fig. 6A and B).
The molecular structures showed the stability of features displaying α-helix characteristics; such features were seen to be stronger in native peptide 4044 than in either peptidomimetic ψ-128 or ψ-130.
While authors of the four methods claimed to increase the stability of features chosen with prior knowledge and/or to increase classification accuracy, Staiger et al. showed that they did not perform better than single-gene based methods.
Multiple samplings from both the primary and recurrent setting from three cases (LGSC-9, LGSC-10 and LGSC-12) were used to assess the spatial and temporal stability of features (see Figure 2C-E for overview of clinical course).
It seems then that the RSC may code for the stability of features within an environment, potentially providing this as an input to the hippocampus, which could in turn utilise the information to build detailed spatial representations based upon the most reliable cues.
It capitalizes the pose invariance and stability of feature detectors.
In this study, we aim to investigate the stability of feature selection methods and test the stability-based feature selection scheme on two benchmark datasets.
Many factors greatly affect the stability of feature selection, such as the number of samples and the criteria and complexity of feature selection.
The future studies may explore a reliable metric to quantify the stability of feature selection methods because it has not been clearly defined.
Before Meinshausen and Buhlmann [8] proposed their methodological framework of stability selection, some early studies have implied the usefulness of re-sampling strategy such as bootstrap of improving the stability of feature selection [7, 12].
