A Novel Hybrid Sampling Algorithm for Solving Class Imbalance Problem in Big Data

DOI10.1142/S2424922X21500054OpenAlexW3195592416MaRDI QIDQ5072080

Amit Prakash Singh, Anuradha Chug, Khyati Ahlawat

Publication date: 25 April 2022

Published in: Advances in Data Science and Adaptive Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s2424922x21500054

zbMATH Keywords

samplingclusteringbig data processingbiasnessimbalance data

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• ROSEFW-RF
• Apache Spark

Cites Work

• Data mining. Concepts and techniques
• RHSBoost: improving classification performance in imbalance data

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