undersampling

ˌʌndərˈsæmplɪŋ

Definition

Definition of undersampling - Reverso English Dictionary

Noun

data reduction

TECH.

reducing data volume by selecting fewer samples

TECH.

The team used undersampling to manage the large dataset.

machine learning

TECH.

technique to balance class distribution

TECH.

Undersampling is used to handle imbalanced datasets in machine learning.

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Origin of undersampling

English, under (below) + sampling (taking samples)

Terms with undersampling included in their meaning

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aliased

adj.

technology

distorted due to undersampling

Examples of undersampling in a sentence

They applied undersampling to reduce the dataset size.
Undersampling can help improve model performance.
The team applied undersampling to reduce data size.

View all translations of undersampling

✨Click below to see the appropriate translations facing each meaning.

French:sous-échantillonnage, ...
German:Unterabtastung, ...
Italian:sottocampionamento, ...
Spanish:submuestreo, muestreo insuficiente, ...
Portuguese:subamostragem, ...
Chinese:欠采样, 欠抽样, ...
Japanese:アンダーサンプリング, 過少サンプリング技術, ...
Arabic:تَقْليل العَيِّنات, تَقْلِيل العَيِّنَة, ...
Hebrew:תַּת-דְּגִימָה, ...
Russian:уменьшение объема данных, техника недовыборки, ...
Ukrainian:недосемплінг, недостатнє вибіркування, ...
Hindi:अंडरसैंपलिंग, अल्प नमूना तकनीक, ...
Bengali:আন্ডারস্যাম্পলিং, অধীননমুনা, ...
Catalan:submostreig, submostratge, ...
Czech:podvzorkování, undersampling, ...
Danish:undersampling, underudtagning, ...
Dutch:ondersampling, techniek om klassenverdeling te balanceren, ...
Greek:υποδειγματοληψία, ...
Hungarian:almintavételezés, alulmintavételezés, ...
Khmer:ការជ្រើសយកសំណាកតិច, ការកាត់បន្ថយទិន្នន័យថ្នាក់ភាគច្រើន, ...
Korean:언더샘플링, 클래스 분포 균형 기술, ...
Persian:نمونه‌گیری کمتر, نمونه‌گیری کم, ...
Polish:redukcja próbek, technika równoważenia klas, ...
Portuguese (BR):subamostragem, ...
Romanian:subeșantionare, tehnică de echilibrare a claselor, ...
Swedish:undersampling, undermålig provtagning, ...
Thai:การสุ่มตัวอย่างน้อย, การสุ่มตัวอย่างน้อยเกินไป, ...
Turkish:az örnekleme, yetersiz örnekleme, ...
Vietnamese:phương pháp giảm mẫu, lấy mẫu không đủ, ...

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Definition of undersampling - Reverso English Dictionary

Noun

Origin of undersampling

Terms related to undersampling

Terms with undersampling included in their meaning

Examples of undersampling in a sentence

View all translations of undersampling

Discover how Reverso redefines the dictionary

Go beyond “simple words”

Get more than a simple definition

Go from understanding to mastery