The phrase "analysis of the ensemble" is correct and usable in written English.
It can be used in contexts related to examining or studying a group or collection of items, data, or individuals, often in fields like science, music, or statistics.
Example: "The analysis of the ensemble revealed significant patterns in the data that had previously gone unnoticed."
Alternatives: "examination of the group" or "study of the collection".
Analysis of the ensemble stability has shown promising results.
The framework allows a complete analysis of the ensemble averaging properties of dropout in linear networks, which is useful to understand the non-linear case.
We turn our attention to the analysis of the ensemble of non-interacting PFs outlined in Section 3.1.
Our analysis of the ensemble of non-interacting PFs is presented in Section 4. In Section 5, we present numerical results for two examples, namely the filtering of stochastic versions of the Lorenz 63 and Lorenz 96 systems, respectively.
Furthermore, analysis of the ensemble of stress phenotypes also supports a model of stress-induced inhibition of corazonin signaling.
Analysis of the ensemble of AI models suggested the Akt and MAPK pathways synergistically enhanced cyclin D expression by up-regulating translation.
Analysis of the ensembles was performed using the Ensemblator25, 26 software for atom- and residue-level global and local comparisons.
Detailed analysis of the ensembles demonstrates that correlated motions within the Ca2+-CaM state direct the structural fluctuations toward complex-like substates.
SVD analysis of the ensembles collected at each acceleration level was performed to yield the optimal or preferred alignment tensor producing the best possible reproduction of the experimental RDC data for each molecular ensemble.
Analysis of the Model Ensemble For each ensemble, the solutions (ie, the 500 best scoring models) were grouped using k-means clustering using the root-mean-square deviation (rmsd) of all eIF3 subunits as a structural similarity criterion when the models were superposed on the 40S subunit structure.
In the following sections, we discuss the present state-of-the-art, describe ensemble methodology, Bayes classification and present a comparative analysis of the Bayes ensemble model.
