dimensionality
nounUK /daɪˌmɛn.ʃəˈnæl.ɪ.tɪ/ · US /dɪˌmɛn.ʃəˈnæl.ə.tɪ/
Etymology From dimension + -ality.
1
The state or characteristic of possessing dimensions.
2
Computing, Engineering, Mathematics, Natural sciences, Physical sciences, Sciences The number of dimensions something has.
- That is to say, it is the Analogue of Space, not in the sense in which we formerly regarded Space as the negation of Matter; but in the sense of Infinite Dimensionality, or of Dimensionality in all directions, as a vague generalization from the three spatial dimensions Length, Breadth, and Thickness.1864, Edward B. Freeland, "Corresponding First Discriminations in Thought and Language", article two of The Scientific Universal Language, as serialized in The Continental Monthly, number 35 (volume 6, number 5), November 1864, bound as The Continental Monthly, volume 6, page 583 http://books.google.com/books?id=w3lBAAAAYAAJ&pg=PA583&dq=dimensionality
- This often happens, for example, when a two-dimensional solution is obtained for data whose appropriate dimensionality is higher.1978, Joseph B. Kruskal, Myron Wish, Multidimensional Scaling, →ISBN, page 44:
4 more examples
- Finite Dimensionality of de Rham Cohomology: Proposition 5.3.1. If the manifold M has a finite good cover, then its cohomology is finite dimensional.1982, Raoul Bott, Loring W. Tu, Differential Forms in Algebraic Topology, →ISBN, page 43:
- As well as the low dimensionality of the Bloch electron states, […]1995, T. Ogawa, "Dimensionality and Optical Responses of Materials", chapter 1 in, T. Ogawa and Y. Kanemitsuu, editors, Optical Properties of Low-Dimensional Materials, page 6 http://books.google.com/books?id=yToRBYgdMcMC&pg=PA6&dq=bloch
- The difficulties in implementing classification algorithms as is, on high volume databases, derives from the increase in the number of records/instances in the database and of attributes/features in each instance (high dimensionality).2010, Lior Rokach and Oded Maimon, "Supervised Learning", chapter 8 in, Oded Maimon and Lior Rokach, editors, Data Mining and Knowledge Discovery Handbook, second edition, doi:10.1007/978-0-387-09823-4, page 142 http://books.google.com/books?id=alHIsT6LBl0C&pg=PA142&dq=dimensionality
- The programming language does not impose any restrictions on the dimensionality of the arrays.2010, Basavaraj S. Anami, Shanmukhappa A. Angadi, Sunilkumar S. Manvi, Computer Concepts and C Programming, second, →ISBN, page 139:
- Derived terms
- blessing of dimensionality, curse of dimensionality, equidimensionality, four-dimensionality, pluridimensionality, three-dimensionality, unidimensionality