Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification.
Yong ZhuangYu-Chin JuanGuo-Xun YuanChih-Jen LinPublished in: CIKM (2018)
Keyphrases
- machine learning methods
- classification systems
- classification method
- preprocessing
- benchmark data sets
- feature extraction
- significant improvement
- classification accuracy
- decision trees
- feature space
- image classification
- least squares
- neural networks and support vector machines
- machine learning
- accurate classification
- classification scheme
- classification models
- cross validation
- svm classifier
- pattern recognition
- feature selection