Accelerated Parallel Training of Logistic Regression using OpenCL.
Hamada M. ZaheraAshraf B. ElsisiPublished in: ICCTA (2015)
Keyphrases
- logistic regression
- linear svm
- shared memory
- decision trees
- parallel programming
- credit scoring
- support vector
- naive bayes
- predictive power
- chi square
- breast cancer
- logistic regression models
- linear support vector machines
- random forests
- generalized linear models
- parallel computing
- parallel algorithm
- loss function
- fold cross validation
- training set
- odds ratio
- graphics processing units
- training samples
- training examples
- logistic model
- training process
- classification trees
- parallel processing
- parallel implementation
- labeled data
- supervised learning
- information extraction
- conditional likelihood
- multi layer perceptron