CLUSTERING Meaning and
Definition
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Clustering is a term used in various fields, including computer science, statistics, data analysis, and psychology, to refer to the process of grouping similar objects or data points together based on their shared characteristics or properties.
In computer science, clustering involves organizing a set of data points into subsets or clusters, wherein the data points within each cluster are more similar to each other than to data points in other clusters. This technique is widely used in machine learning algorithms, as it helps in identifying patterns and structures within a dataset, which can be useful for classification, data exploration, or anomaly detection.
In statistics, clustering is a data mining technique that aims to partition a dataset into distinct clusters, with the objective of maximizing the similarity within each cluster and maximizing the dissimilarity between different clusters. This allows for the identification of subgroups within a dataset and can assist in understanding patterns, relationships, or trends within the data.
In psychology, clustering refers to the cognitive process by which individuals group objects or ideas together based on their perceived similarity or relatedness. It is an important aspect of human perception and can influence how people organize and categorize information, facilitating efficient thinking and decision-making.
Overall, clustering is a fundamental concept that involves the organization of objects, data points, or ideas into groups based on their similarities, with applications across various domains.
Top Common Misspellings for CLUSTERING *
* The statistics data for these misspellings percentages are collected from over 15,411,110 spell check sessions on www.spellchecker.net from Jan 2010 - Jun 2012.
Other Common Misspellings for CLUSTERING
Etymology of CLUSTERING
The word "clustering" has its etymology rooted in the Late Latin term "conglobare", which means "to roll or gather into a ball". This Latin term eventually evolved into "conglomerare" in Old French, meaning "to form into a cluster". The word further developed in Middle English as "closter" or "cluster", referring to a group or collection of things gathered closely together. Over time, the verb form "to cluster" emerged, indicating the act of forming and grouping things closely together. The present participle "clustering" is derived from this verb form.
Similar spelling words for CLUSTERING
- clyster,
- cluster bean,
- cloistered,
- blustering,
- Flustering,
- clostridia,
- cloistral,
- cloister,
- Cluttering,
- Clogston,
- clattering,
- cluster,
- claystone,
- closed-ring,
- clugston,
- closed in,
- clustered,
- claustrum,
- closedown,
- cluster bomb.
Conjugate verb Clustering
CONDITIONAL
I
would cluster
we
would cluster
you
would cluster
he/she/it
would cluster
they
would cluster
FUTURE
I
will cluster
we
will cluster
you
will cluster
he/she/it
will cluster
they
will cluster
FUTURE PERFECT
I
will have clustered
we
will have clustered
you
will have clustered
he/she/it
will have clustered
they
will have clustered
PAST
I
clustered
we
clustered
you
clustered
he/she/it
clustered
they
clustered
PAST PERFECT
I
had clustered
we
had clustered
you
had clustered
he/she/it
had clustered
they
had clustered
PRESENT
I
cluster
we
cluster
you
cluster
he/she/it
clusters
they
cluster
PRESENT PERFECT
I
have clustered
we
have clustered
you
have clustered
he/she/it
has clustered
they
have clustered
I
am clustering
we
are clustering
you
are clustering
he/she/it
is clustering
they
are clustering
I
was clustering
we
were clustering
you
were clustering
he/she/it
was clustering
they
were clustering
I
will be clustering
we
will be clustering
you
will be clustering
he/she/it
will be clustering
they
will be clustering
I
have been clustering
we
have been clustering
you
have been clustering
he/she/it
has been clustering
they
have been clustering
I
had been clustering
we
had been clustering
you
had been clustering
he/she/it
had been clustering
they
had been clustering
I
will have been clustering
we
will have been clustering
you
will have been clustering
he/she/it
will have been clustering
they
will have been clustering
I
would have clustered
we
would have clustered
you
would have clustered
he/she/it
would have clustered
they
would have clustered
I
would be clustering
we
would be clustering
you
would be clustering
he/she/it
would be clustering
they
would be clustering
I
would have been clustering
we
would have been clustering
you
would have been clustering
he/she/it
would have been clustering
they
would have been clustering
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