Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data.

David J. Dittman Taghi M. Khoshgoftaar Randall Wald Amri Napolitano

Published in: FLAIRS Conference (2014)

Keyphrases

data sets
data processing
complex data
data collection
high quality
data structure
data analysis
data sources
database
training data
data quality
small number
data points
image data
data mining techniques
input data
machine learning
databases
synthetic data
sensor data
experimental data
raw data
end users