One-Pass Logistic Regression for Label-Drift and Large-Scale Classification on Distributed Systems.
Vu NguyenTu Dinh NguyenTrung LeSvetha VenkateshDinh Q. PhungPublished in: ICDM (2016)
Keyphrases
- distributed systems
- logistic regression
- support vector
- decision trees
- logistic regression models
- fold cross validation
- linear support vector machines
- multilabel classification
- fault tolerant
- distributed environment
- naive bayes
- classification accuracy
- linear svm
- class membership probabilities
- support vector machine
- credit scoring
- classification trees
- geographically distributed
- classification and regression trees
- feature extraction
- class labels
- message passing
- chi square
- loss function
- odds ratio
- chi square test
- machine learning
- information retrieval
- text categorization
- text classification
- image classification
- breast cancer
- multi label
- svm classifier
- support vector machine svm
- conditional likelihood
- logistic model
- feature vectors