Optimizing the Optimal Weighted Average: Efficient Distributed Sparse Classification.
Fred LuRyan R. CurtinEdward RaffFrancis FerraroJames HoltPublished in: CoRR (2024)
Keyphrases
- weighted average
- decision trees
- pattern recognition
- classification accuracy
- distributed environment
- pattern classification
- image classification
- classification method
- support vector
- classification systems
- lightweight
- classification algorithm
- distributed systems
- preprocessing
- cooperative
- optimal solution
- finding optimal
- binary decision tree
- benchmark datasets
- communication cost
- automatic classification
- training samples
- high dimensional
- support vector machine
- worst case
- text classification
- model selection
- support vector machine svm
- machine learning methods
- decision rules
- supervised learning
- class labels
- training set
- dictionary learning
- classification process
- sparse data
- high quality
- feature selection
- machine learning