Accelerating the XGBoost algorithm using GPU computing.
Rory MitchellEibe FrankPublished in: PeerJ Comput. Sci. (2017)
Keyphrases
- detection algorithm
- times faster
- experimental evaluation
- parallel implementation
- learning algorithm
- optimal solution
- theoretical analysis
- dynamic programming
- search space
- k means
- optimization algorithm
- objective function
- computational complexity
- computationally efficient
- expectation maximization
- worst case
- matching algorithm
- real time
- np hard
- cost function
- convergence rate
- estimation algorithm
- neural network
- improved algorithm
- genetic algorithm
- path planning
- high accuracy
- evolutionary algorithm
- preprocessing
- data streams