dimensionality reduction
dɪˌmɛnʃəˈnæləti rɪˈdʌkʃən
Definition

Definition of dimensionality reduction - Reverso English Dictionary

Noun

mathematicsTECH.method that turns many data features into fewer while keeping important patternsTECH.
  • Dimensionality reduction helps visualize complex datasets on simple two-dimensional plots.
  • They applied dimensionality reduction before training the clustering algorithm.
  • Dimensionality reduction is crucial when working with high-dimensional genomic data.
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Expressions with dimensionality

one-dimensionalityn.
lack of depth or complexity
The story's one-dimensionality made it uninteresting.
curse of dimensionalityn.
problem in data analysis when many features make results unreliable
The curse of dimensionality makes clustering less effective.
third-dimensionalityn.
quality of having or relating to three dimensions
The sculpture's third-dimensionality made it seem lifelike..
three-dimensionalityn.
the property of having three dimensions
The sculpture's three-dimensionality made it stand out in the gallery.
two-dimensionalityn.
the property of having two dimensions
The two-dimensionality of the drawing was evident.

Expressions with reduction

cost reductionn.
decrease in the amount of money spent
The cost reduction was evident in the quarterly financial report.
price reductionn.
decrease in the cost of goods or services
The store announced a price reduction on all electronics..
tax reductionn.
decrease in the amount of taxes owed
The new policy led to a significant tax reduction for small businesses..
debt reductionn.
process or plan that lowers the total amount of money owed
The company focused on debt reduction before expanding its operations.
staff reductionn.
decrease in number of employees working for an organization
The company announced a staff reduction to cut operating costs.
weight reductionn.
process of lowering body mass through diet exercise or medical treatment
The program focuses on safe weight reduction over several months.
cash reductionn.
decrease in the amount of cash
The company announced a cash reduction to improve liquidity.
reduction in forcen.
strategic decision to reduce staff numbers
The reduction in force was part of the company's restructuring plan.
arms reductionn.
process of decreasing military weapons kept by a country or group
The treaty focused on nuclear arms reduction between the two countries.
damage reductionn.
decrease in harm, loss, or negative effect achieved by certain actions
Improved building codes have led to major damage reduction during earthquakes.

Terms related to dimensionality reduction

💡 Terms in the same lexical field: analogies, antonyms, common collocates, words with same roots, hypernyms…
dimensiondimensionalreducereducingcallinterviewjobmeetingonlineremotescreeningvideo

View all translations of dimensionality reduction

✨Click below to see the appropriate translations facing each meaning.
  1. French:réduction de dimensionnalité, ...
  2. German:Dimensionsreduktion, ...
  3. Italian:riduzione della dimensionalità, ...
  4. Spanish:reducción de la dimensionalidad, ...
  5. Portuguese:redução de dimensionalidade, ...
  6. Chinese:降维, ...
  7. Japanese:次元削減, ...
  8. Arabic:تَخفيض الأَبعاد, ...
  9. Hebrew:הַפְחָתַת מְמַדִּים, ...
  10. Russian:снижение размерности, ...
  11. Ukrainian:зменшення розмірності, ...
  12. Hindi:आयाम में कमी, ...
Browse the dictionary entries starting with “d”:
dimensional stability dimensionality dimensionally dimensioned

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