Regarding the first properties, while ReliefF allows the selection of highly correlated features, its performance is unaffected by the existence of correlation itself [21] which, contrarily to QSAR modelling, is expectedly a desirable feature for a successful AD as highly correlated features turn out to be complementary in chemical space coverage.
In some real cases, more complicated models such as multivariate profile, rather than simple linear profile is addressed to model the performance of the process because of the existence of correlation between the response variables.
Owing to the transport regime of the W and C sputtered species across the discharge, the existence of correlation between the target composition, tungsten density in the plasma, multilayer thin film composition, and microstructure determined by XPS, XRD, IR and Raman spectroscopy are studied.
The existence of correlation between the ratios χhs(χhs cr and the degree of segregation (αseg) was established, where χhs is the thermodynamic interaction parameter between soft and hard blocks, calculated from the solubility parameters, and (χhs cr is its critical value, calculated using the Scott equation.
That the communities appear to correspond well to periods indicate the existence of correlation between the two partitions.
In practice, the existence of correlation between data points acquired from gene expression technologies should be expected, and there is a need for accurate estimation of transcriptional states of genes under these conditions.
Indeed, the existence of correlations in the generation spectrum have been observed in experiment.
The existence of correlations in the random fibre laser can be verified by calculating the Pearson's correlation coefficient,.
Non-vanishing value of the MI across all spectral values indicates the existence of correlations over the whole-generation span.
The mutual information approach thus provides an indirect signature of the existence of correlations between different parts of the random fibre laser spectrum.
To assess the existence of correlations between static and dynamic balance abilities in young and professional elite soccer players.
