dimensionality Definition
- 1the number of independent parameters or coordinates that are needed for defining a particular mathematical space or system
- 2the number of features or attributes needed to describe or represent a dataset or problem
Using dimensionality: Examples
Take a moment to familiarize yourself with how "dimensionality" can be used in various situations through the following examples!
Example
The dimensionality of the data set is too high for the algorithm to work efficiently.
Example
The dimensionality of the problem makes it difficult to solve analytically.
Example
The concept of dimensionality is important in physics and mathematics.
dimensionality Synonyms and Antonyms
Synonyms for dimensionality
- complexity
- number of dimensions
Summary: dimensionality in Brief
The term 'dimensionality' [dɪˌmenʃəˈnæləti] refers to the number of independent parameters or coordinates needed to define a mathematical space or system, or the number of features or attributes needed to describe a dataset or problem. It is often used in the context of data analysis and machine learning, where high dimensionality can pose challenges for algorithms and analytical methods.
