Sentence examples for membership of data from inspiring English sources

Fuzzy cluster analysis allows gradual membership of data points to clusters measured as degrees in [0, 1] providing the flexibility needed to express that data points can belong to more than one cluster.

They work either with statistics about the membership of data points to clusters based on external knowledge or internal criteria (literature as in data variation), which both require high computational efforts.

C.S. has reported receiving funding from the following in connection with membership of data safety and monitoring boards, advisory boards, speakers panels and for the development of educational materials: Gilead Sciences, Abbott Pharmaceuticals, Janssen-Cilag, Viiv, Merck Sharp and Dohme, Bristol-Myers Squibb.

This constraint seems to be reasonable since a large dispersion implies somewhat mixed class memberships of data in general.

Each data point has a posterior distribution over the components which indicates a degree of membership of the data points to the components (or groups).

Kaggle, with a membership of 650,000 data scientists, hasn't tackled an environmental problem before.

Thus, membership of a data object is shared among different clusters.

The cluster membership of each data record is usually marked with a cluster number or cluster label.

The high proportional membership of microsatellites data into the T. tambroides cluster (92.8%) identified by STRUCTURE further supported this hypothesis.

This allows the results of our cluster analysis to be extended to new classroom observations without the need to rerun the cluster analysis to determine cluster membership of new data.

The EM algorithm consists of two repeated steps: The E-step (expectation) estimates the expected membership of each data point in each component and then the component weights ω, given the current model parameters θ.