GPUTreeShap: Fast Parallel Tree Interpretability.
Rory MitchellEibe FrankGeoffrey HolmesPublished in: CoRR (2020)
Keyphrases
- tree structure
- binary tree
- parallel processing
- tree nodes
- tree structures
- index structure
- prediction accuracy
- pattern matching
- parallel computing
- parallel implementation
- shared memory
- massively parallel
- b tree
- hierarchical structure
- case study
- distributed memory
- tree mining
- parallel architectures
- tree construction
- multi core processors
- data sets
- tree search
- classification trees
- rule base
- general purpose
- nearest neighbor
- social networks
- machine learning