principal component analysis
principal component analyses
Definition
Translation
Definition of principal component analysis - Reverso English Dictionary
Noun
mathematicsTECH. statistical method that transforms data to highlight main directions of variationTECH.
- Principal component analysis helped reduce the dataset to two informative dimensions.
- We applied principal component analysis to visualize customer preferences.
- Principal component analysis revealed three main patterns in the climate data.
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Expressions with principal
room where the school principal works
She was called to the principal's office for a meeting.
the head of a school responsible for administration
The school principal announced the new policy at the assembly.
person who helps the principal in a school
The assistant principal handled the student discipline issues.
the most important part of something
The principal focus of the meeting was the budget.
main or most important part of something
The principal part of the project is the research phase.
school administrator assisting the principal
The vice-principal handled the student discipline issues.
original sum of money on which interest or returns are calculated
You must repay the principal amount plus any interest by December.
main amount of money on a loan still owed before interest charges
Her monthly payments slowly reduced the principal balance on the mortgage.
main commercial activity that gives most income to a person or company
The firm’s principal business is manufacturing medical devices for hospitals.
line through optical center of a lens
The principal axis of the lens was perfectly aligned.
diagonal in a square matrix from top left to bottom right
The principal diagonal of the matrix contains the elements 1, 5, and 9.
lead researcher in a scientific or academic study
The principal investigator presented the study findings at the conference.
phase when the film is actually shot
Principal photography for the movie began in July.
original amount of money invested or loaned
The principal sum of the loan was $10,000.
young male protagonist in pantomime played by a female
The principal boy saved the day with bravery.
senior nurse responsible for administration in the NHS
The principal nursing officer attended the healthcare conference.
Expressions with component
part that combines with others to form a whole
The engine is a crucial component part of the car.
separate electronic unit in a sound system handling sound input or output
He upgraded his receiver, the most important audio component in his system.
shows that something is a necessary part within something larger
Trust is an integral component of a strong friendship.
part that is officially accepted
The recognized component of the machine was replaced.
substance in a product that directly causes the intended chemical effect
The active component in this cream reduces redness and soothes irritated skin.
breakdown or malfunction of one part within a larger system or machine
The engineer traced the accident to a critical component failure in the braking system.
part of a profile in software applications
The profile component stores user preferences.
fundamental part of a larger system or structure
The base component of the software ensures its stability.
separable part of blood with a specific function or medical use
The patient received a blood component transfusion of packed red cells.
complement system element that drives inflammation and helps fight infection
Complement component 3 helps the body respond quickly to invading microbes.
collection of reusable parts used together to build larger products
The team relied on a shared component library to speed up interface development.
maximal connected subset in topology or graph theory
The graph has three connected components.
individual part in electronic systems
The circuit was built using several discrete components.
part of payment based on future performance
The earnout component was tied to revenue growth.
small part in electronic equipment that controls or changes electric signals
The technician replaced a faulty electronic component on the circuit board.
electronic part that only uses or stores energy in a circuit
The filter is built from a single passive component and an operational amplifier.
Expressions with analysis
inability to decide due to overthinking
She suffered from analysis paralysis and couldn't choose a dress.
when everything is considered
In the final analysis, the project was a success.
ultimately considered after all factors
In the last analysis, honesty is the best policy.
too much thinking prevents choices or action
His paralysis by analysis kept him from picking a plan.
very detailed study of a subject to understand it completely
The report includes an in-depth analysis of the company’s financial performance.
examination of how mental pressure affects a person or group
The company ordered a stress analysis after reports of worker burnout.
detailed study of a particular situation to understand it and learn from it
The professor assigned a case analysis of the company’s failed product launch.
systematic study comparing things to understand similarities differences or performance
The comparative analysis highlighted key differences between the two marketing strategies.
detailed evaluation of a subject or work
The professor assigned a critical analysis of the novel.
careful reasoning about how rules and cases apply to specific facts
Her legal analysis showed the contract was likely unenforceable.
examination of one's own thoughts and feelings
She engaged in self-analysis to understand her reactions.
comparison of costs and benefits in any context
A cost-benefit analysis was done to decide on the new policy.
evaluation of market trends within a specific industry
Sector analysis revealed a growing demand for renewable energy.
assessment of current conditions to inform decisions
Situation analysis helped the team understand market trends.
group within an organization that studies information to support decisions
The police formed an analysis unit to study local crime trends.
process of studying an organization to find problems and improvements
Good business analysis revealed several costly delays in the supply chain.
study of functions or roles within a system
The functional analysis of the company improved efficiency.
careful study of where to put money to gain profit
Her job involves detailed investment analysis for large corporate clients.
very careful examination of details in information decisions or behavior
The budget will undergo microscopic analysis before final approval.
detailed study of a movie, play, or book part to understand meaning
The students presented a scene analysis of the climactic argument in the film.
evaluation of financial information to assess performance, value, or future prospects
Investors relied on financial analyses before buying shares.
detailed study of how well someone or something works against set goals
The coach used performance analysis to adjust the team's training plan.
study of how vehicles move on roads to improve flow and safety
The city ordered a traffic analysis before redesigning the intersection.
study of rivals to understand their strengths, weaknesses and strategies
The startup began with a detailed competitive analysis of existing apps.
Terms related to principal component analysis
💡 Terms in the same lexical field: analogies, antonyms, common collocates, words with same roots, hypernyms…
View all translations of principal component analysis
✨Click below to see the appropriate translations facing each meaning.
- French:analyse en composantes principales, ...
- German:Hauptkomponentenanalyse, ...
- Italian:analisi delle componenti principali, ...
- Spanish:análisis de componentes principales, ...
- Portuguese:análise de componentes principais, ...
- Chinese:主成分分析, ...
- Japanese:主成分分析, ...
- Arabic:تَحليلُ المُكَوِّناتِ الرَّئيسيَّة, ...
- Hebrew:נִתּוּחַ רְכִיבִים עִקָּרִיִים, ...
- Russian:анализ главных компонент, ...
- Ukrainian:аналіз головних компонент, ...
- Hindi:प्रमुख अवयव विश्लेषण, ...
- Bengali:প্রধান উপাদান বিশ্লেষণ, ...
- Catalan:anàlisi de components principals, ...
- Czech:analýza hlavních komponent, ...
- Danish:hovedkomponentanalyse, ...
- Dutch:principalecomponentenanalyse, ...
- Greek:ανάλυση κύριων συνιστωσών, ...
- Hungarian:főkomponens-analízis, ...
- Khmer:ការវិភាគសមាសភាគសំខាន់, ...
- Korean:주성분 분석, ...
- Persian:تحلیل مؤلفههای اصلی, ...
- Polish:analiza głównych składowych, ...
- Portuguese (BR):análise de componentes principais, ...
- Romanian:analiza componentelor principale, ...
- Swedish:huvudkomponentanalys, ...
- Thai:การวิเคราะห์องค์ประกอบหลัก, ...
- Turkish:temel bileşen analizi, ...
- Vietnamese:phân tích thành phần chính, ...
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