Bagging: meaning, definitions and examples
๐
bagging
[หbรฆษกษชล ]
Definitions
machine learning
Bagging, an abbreviation for Bootstrap Aggregating, is an ensemble machine learning technique that improves the stability and accuracy of algorithms. It does this by combining the predictions of multiple models to reduce variance and prevent overfitting.
Synonyms
bootstrap aggregation, ensemble learning.
Examples of usage
- Bagging can significantly enhance model accuracy.
- Data scientists often use bagging to improve predictive performance.
- In bagging, multiple samples of the dataset are drawn to train different models.
collecting items
To bag means to put items into a bag or to collect something together in a more manageable format. This term is often used in contexts like shopping or gathering materials.
Synonyms
Examples of usage
- Don't forget to bag the groceries before leaving the store.
- He spent the afternoon bagging leaves in the yard.
- They are bagging donations for the charity event.
Interesting Facts
Etymology
- The word 'bag' comes from the Old Norse word 'baggi', meaning 'a bundle'.
- Originally, 'bagging' referred to the act of putting items into a sack, which has evolved with new materials and uses.
- The use of bags dates back to ancient cultures for transporting goods and has greatly influenced trade.
Pop Culture
- In the 1990s, the term 'bagging' was popularized in slang to mean successfully achieving a goal, often regarding romantic pursuits.
- Movies and songs sometimes use 'bagging' in a comedic context, highlighting its playful tone in social settings.
- Video games frequently use the term to describe collecting items, reinforcing its connection to achievement.
Environmental Impact
- The rise of plastic bagging has raised awareness about pollution, prompting many to switch to reusable bags.
- Bagging regulations have been implemented in various cities to encourage the use of environmentally friendly options.
- Creative bagging solutions, such as biodegradable bags, are helping reduce plastic waste and promote sustainability.
Sports
- In the world of fishing, 'bagging' can refer to the act of securing a lot of fish in a single outing, often in competitions.
- The term is also used in sports like hunting, where capturing or 'bagging' game is considered a sign of skill.
- In basketball, 'bagging' can refer to successfully scoring points, often celebrated as impressive plays.
Psychology
- Bagging is also a metaphor in psychology, describing how people mentally 'bag' experiences, categorizing them for later use.
- The concept of 'emotional bagging' refers to how individuals collect positive or negative emotions over time.
- Understanding bagging in this context can help individuals process feelings more effectively.
Translations
Translations of the word "bagging" in other languages:
๐ต๐น bagging
๐ฎ๐ณ เคฌเฅเคเคฟเคเค
๐ฉ๐ช Bagging
๐ฎ๐ฉ pengemasan
๐บ๐ฆ ัะฟะฐะบะพะฒะบะฐ
๐ต๐ฑ pakowanie
๐ฏ๐ต ใใฎใณใฐ
๐ซ๐ท bagging
๐ช๐ธ empaquetado
๐น๐ท poลetleme
๐ฐ๐ท ๋ฐฑํน
๐ธ๐ฆ ุชุนุจุฆุฉ
๐จ๐ฟ balenรญ
๐ธ๐ฐ balenie
๐จ๐ณ ๅ ่ฃ
๐ธ๐ฎ pakiranje
๐ฎ๐ธ pรถkkun
๐ฐ๐ฟ าะฐะฟัะฐั
๐ฌ๐ช แฉแแแแแแแก
๐ฆ๐ฟ paketleme
๐ฒ๐ฝ empaquetado