Facing Imbalanced Data--Recommendations For The Use Of Performance Metrics

·2013·DOI

Engineering and Technology

Social Science Analytics

Big Data Analytics and Applications

Outlier Detection and Imputation

Role in the Field

Neutralin Engineering and Technology

Neutralin Social Science Analytics

Neutralin Big Data Analytics and Applications

Neutralin Outlier Detection and Imputation

Abstract

Citations

478

Year

2013

PageRank

2.7 / 10

Relative influence (log-scaled)

Related Papers

11 of 11 papers

Calibration: The Achilles Heel Of Predictive Analytics

·2019·956 citations

Neural Factorization Machines For Sparse Predictive Analytics

·2017·861 citations

Outlier Detection For Temporal Data: A Survey

·2014·661 citations

Best-Practice Recommendations For Defining, Identifying, And Handling Outliers

·2013·799 citations

MERRA: NASA’s Modern-Era Retrospective Analysis For Research And Applications

·2011·3,961 citations

Missing Data Analysis: Making It Work In The Real World

·2009·4,556 citations

ST-DBSCAN: An Algorithm For Clustering Spatial–Temporal Data

·2007·1,001 citations

Online Analysis Enhances Use Of NASA Earth Science Data

·2007·663 citations

Universal Outlier Detection For PIV Data

·2005·937 citations

A Framework For Clustering Evolving Data Streams

·2003·1,049 citations

Clustering Data Streams: Theory And Practice

·2003·528 citations