Examples of 'number of clusters' in a sentence

Meaning of "number of clusters"

Number of clusters refers to the quantity or count of distinct groups or categories that can be identified within a set of data points or observations. It is a concept commonly used in data analysis and cluster analysis to organize and classify data based on similarities and differences

How to use "number of clusters" in a sentence

Basic
Advanced
number of clusters
And the number of clusters has to be predefined.
Unsupervised clustering with unknown number of clusters.
Number of clusters has to be fixed before.
Net or gross weight or number of clusters or pure seeds.
The number of clusters used is eight.
Each grade level has a number of clusters of students.
The number of clusters was specified beforehand.
Such a model potentially leads to fewer number of clusters.
Enter the number of clusters desired.
This was done for quite a number of clusters.
Setting the number of clusters needed to represent data.
It has the ability of automatically discovering the number of clusters.
Guess the number of clusters for each type.
The procedure is repeated until a fixed number of clusters is reached.
Number of clusters assisted.

See also

This implies that no predefined number of clusters is required.
Number of clusters identified.
Deciding about the number of clusters.
The number of clusters known continued to increase under the efforts of astronomers.
The total recommended number of clusters may not be enough.
The segment is a unit for managing a predetermined number of clusters.
Indicates the current number of clusters in this data center.
The method has only ever been used for a small number of clusters.
Larger number of clusters.
This method requires prior definition of the number of clusters to be adopted.
Enter the maximum number of clusters that can be generated by a clustering algorithm.
Determining optimal number of clusters.
Enter the number of clusters into which you want tKMeansModel to cluster data.
Decide on the number of clusters.
The number of horizontal lines crossing the cutoff is the number of clusters.
It is based on number of clusters.
Experiments were made to find the optimal range for the number of clusters.
This constraint is added to prevent the number of clusters from increasing significantly.
The number of main hubs can be greater or less than the number of clusters.
Our input parameter is the number of clusters we want to have in the end.
This arrangement speeds up the computation of the posterior distribution for the number of clusters.
Clustering techniques require that the number of clusters be provided before training.
Recovering the number of clusters in data sets with noise features using feature rescaling factors.
Declared net or gross weight or declared number of clusters or pure seeds.
A perfectly stunning number of clusters of apartment buildings like these is a swarm on the horizon.
Repeating the merging of clusters until a predetermined number of clusters is obtained.
Enter a value for the Number of clusters that you want to create.
The merging of clusters can be repeated until a sensible number of clusters is obtained.
Let I be the number of clusters in the solution.
Pairs of clusters are then successively merged until the number of clusters reduces to k.
Cluster Max Count The maximum number of clusters which should be counted can be specified.
Cluster sampling methods can lead to significant bias when working with a small number of clusters.
Practical implementations often guess the number of clusters along with the parameters.
Statistical techniques Cluster analysis Cluster analysis groups similar observations into a specified number of clusters.
Their main drawbacks is that the knowledge of number of clusters to uncover is required.

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