Sentence examples for loadings of features from inspiring English sources

Gene selection was performed using loadings of features on kPCA scores, which has to our knowledge not been performed in the context of meta-analysis before.

According to our knowledge, gene selection or feature subset selection has not yet been performed using loadings of features on kernel PCA scores in the context of meta-analysis.

Gene selection based on loadings of features on kPCA scores circumvents a major drawback of most proposed methods of feature selection: They tend to find linear combinations of features, i.e. genes, that separate the given experimental classes best (e.g. different cancer types, etc).

Each principal component consists of N scores and P loadings, where scores identify relationships between observations (here, TOCSY spectra) and loadings represent the pattern of features (here, 2D NMR chemical shifts) underlying the relationships identified by scores.

A sensory cue GRID feature was included in a dimension if it achieved a 0.6 loading on this dimension (see " Appendix 2" for loadings of sensory cue GRID features on dimensions).

NICs also have varying amounts of data buffer memory and internal architectures, some of which might support off-loading of specific network features to hardware for acceleration [eg, network processing unit (NPU ].

The resulting catalyst layer microstructure features ultra-low platinum loadings of roughly 0.01 mg/cm2.

To know the morphological features that vary among strains, the PC loadings of PC1, PC2 and PC4 were analyzed (loadings >0.6, P <1.95 × 10−3 after Bonferroni correction; Additional file 8: Figure S6).

Loadings of the PCO axes identify prominent patterns of variation in bony flight feather attachment features in living birds.

Key features of this gas- and reductant-free reaction include the low loadings of palladium (1 mol %) and ligand (1.5 mol %) which can be employed, and the use of isopropyl alcohol as both a solvent and formal reductant.

Load-deformation responses of the grouted splices under cyclic loadings were featured with pinching effect and stiffness degradation compared to those responses under tensile loadings.