Classification and disease probability prediction via machine learning programming based on multi-GPU cluster MapReduce system.
Jinjing LiQingkui ChenBocheng LiuPublished in: J. Supercomput. (2017)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- text classification
- decision trees
- supervised machine learning
- feature selection
- support vector
- programming language
- real time
- classification method
- supervised learning
- machine learning algorithms
- unsupervised clustering
- support vector machine svm
- cloud computing
- classification accuracy
- training set
- image classification
- predictive modeling
- parallel programming
- support vector machine
- classification models
- prediction accuracy
- classification algorithm
- learning algorithm
- training data
- statistical methods
- class membership
- data mining
- feature vectors
- unsupervised learning
- clustering algorithm
- outbreak detection
- outcome prediction
- ensemble classifier
- supervised classification
- computing systems
- prediction model
- cluster analysis
- active learning
- data sets