🏢
🌐 Entity
Data quality
State of qualitative or quantitative pieces of information
📊 Rating
1 news mentions · 👍 0 likes · 👎 0 dislikes
📌 Topics
- Machine Learning (1)
- Data Quality (1)
- Algorithm Optimization (1)
🏷️ Keywords
IMOVNO+ (1) · Class Imbalance (1) · Multi-Class Learning (1) · Machine Learning (1) · Data Quality (1) · Ensemble Methods (1) · Meta-Heuristic (1) · Conditional Probability (1)
📖 Key Information
Data quality refers to the state of qualitative or quantitative pieces of information. There are many definitions of data quality, but data is generally considered high quality if it is "fit for [its] intended uses in operations, decision making and planning". Data is deemed of high quality if it correctly represents the real-world construct to which it refers.
📰 Related News (1)
-
🇺🇸 IMOVNO+: A Regional Partitioning and Meta-Heuristic Ensemble Framework for Imbalanced Multi-Class Learning
arXiv:2602.20199v1 Announce Type: cross Abstract: Class imbalance, overlap, and noise degrade data quality, reduce model reliability, and limit gener...
🔗 Entity Intersection Graph
People and organizations frequently mentioned alongside Data quality:
-
🌐
Ensemble learning · 1 shared articles
-
Conditional probability · 1 shared articles -
🌐
Machine learning · 1 shared articles