Coreset-Based Data Compression for Logistic Regression.
Nery Riquelme-GranadaKhuong An NguyenZhiyuan LuoPublished in: DATA (Revised Selected Papers) (2020)
Keyphrases
- data compression
- logistic regression
- decision trees
- credit scoring
- compression algorithm
- chi square
- data reduction
- support vector
- compression ratio
- logistic regression models
- naive bayes
- loss function
- huffman coding
- odds ratio
- chi square test
- compressed data
- linear support vector machines
- logistic model
- classification trees
- lossless data compression
- least squares
- machine learning
- text classification
- image compression
- dimensionality reduction